:facetid:toc:\"db/conf/icml/icml2021.bht\"OK:facetid:toc:db/conf/icml/icml2021.bhtWenxiao Wang 0001Minghao Chen 0001Shuai Zhao 0006Long Chen 0016Jinming HuHaifeng Liu 0001Deng Cai 0001Xiaofei He 0001Wei Liu 0005Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework.ICML10717-107262021Conference and Workshop Papersopenconf/icml/000100CHL00L21http://proceedings.mlr.press/v139/wang21e.htmlhttps://dblp.org/rec/conf/icml/000100CHL00L21URL#1335054Lingjing Kong 0001Tao Lin 0004Anastasia KoloskovaMartin JaggiSebastian U. StichConsensus Control for Decentralized Deep Learning.ICML5686-56962021Conference and Workshop Papersopenconf/icml/00010KJS21http://proceedings.mlr.press/v139/kong21a.htmlhttps://dblp.org/rec/conf/icml/00010KJS21URL#1335055Abhishek Kumar 0001Sunabha ChatterjeePiyush RaiBayesian Structural Adaptation for Continual Learning.ICML5850-58602021Conference and Workshop Papersopenconf/icml/0001CR21http://proceedings.mlr.press/v139/kumar21a.htmlhttps://dblp.org/rec/conf/icml/0001CR21URL#1335056Xueyu Mao 0001Deepayan ChakrabartiPurnamrita SarkarConsistent Nonparametric Methods for Network Assisted Covariate Estimation.ICML7435-74462021Conference and Workshop Papersopenconf/icml/0001CS21http://proceedings.mlr.press/v139/mao21a.htmlhttps://dblp.org/rec/conf/icml/0001CS21URL#1335057Alexander Levine 0001Soheil FeiziImproved, Deterministic Smoothing for L1 Certified Robustness.ICML6254-62642021Conference and Workshop Papersopenconf/icml/0001F21http://proceedings.mlr.press/v139/levine21a.htmlhttps://dblp.org/rec/conf/icml/0001F21URL#1335058João Marques-Silva 0001Thomas GerspacherMartin C. CooperAlexey IgnatievNina NarodytskaExplanations for Monotonic Classifiers.ICML7469-74792021Conference and Workshop Papersopenconf/icml/0001GCIN21http://proceedings.mlr.press/v139/marques-silva21a.htmlhttps://dblp.org/rec/conf/icml/0001GCIN21URL#1335059Alexander Tong 0001Guillaume HuguetAmine NatikKincaid MacDonaldManik KuchrooRonald R. CoifmanGuy WolfSmita KrishnaswamyDiffusion Earth Mover's Distance and Distribution Embeddings.ICML10336-103462021Conference and Workshop Papersopenconf/icml/0001HNMKCWK21http://proceedings.mlr.press/v139/tong21a.htmlhttps://dblp.org/rec/conf/icml/0001HNMKCWK21URL#1335060András György 0001Pooria JoulaniAdapting to Delays and Data in Adversarial Multi-Armed Bandits.ICML3988-39972021Conference and Workshop Papersopenconf/icml/0001J21http://proceedings.mlr.press/v139/gyorgy21a.htmlhttps://dblp.org/rec/conf/icml/0001J21URL#1335061Chaoyang He 0001Shen LiMahdi SoltanolkotabiSalman AvestimehrPipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models.ICML4150-41592021Conference and Workshop Papersopenconf/icml/0001LSA21http://proceedings.mlr.press/v139/he21a.htmlhttps://dblp.org/rec/conf/icml/0001LSA21URL#1335062Ehsan Kazemi 0001Shervin MinaeeMoran FeldmanAmin KarbasiRegularized Submodular Maximization at Scale.ICML5356-53662021Conference and Workshop Papersopenconf/icml/0001MFK21http://proceedings.mlr.press/v139/kazemi21a.htmlhttps://dblp.org/rec/conf/icml/0001MFK21URL#1335063Ben Chamberlain 0001James RowbottomMaria I. Gorinova 0001Michael M. BronsteinStefan WebbEmanuele RossiGRAND: Graph Neural Diffusion.ICML1407-14182021Conference and Workshop Papersopenconf/icml/0001RGBWR21http://proceedings.mlr.press/v139/chamberlain21a.htmlhttps://dblp.org/rec/conf/icml/0001RGBWR21URL#1335064Soumya Basu 0001Karthik Abinav SankararamanAbishek SankararamanBeyond log2(T) regret for decentralized bandits in matching markets.ICML705-7152021Conference and Workshop Papersopenconf/icml/0001SS21http://proceedings.mlr.press/v139/basu21a.htmlhttps://dblp.org/rec/conf/icml/0001SS21URL#1335065Geng Ji 0001Debora SujonoErik B. SudderthMarginalized Stochastic Natural Gradients for Black-Box Variational Inference.ICML4870-48812021Conference and Workshop Papersopenconf/icml/0001SS21ahttp://proceedings.mlr.press/v139/ji21b.htmlhttps://dblp.org/rec/conf/icml/0001SS21aURL#1335066Zhongjie Yu 0001Fabrizio VentolaKristian KerstingWhittle Networks: A Deep Likelihood Model for Time Series.ICML12177-121862021Conference and Workshop Papersopenconf/icml/0001VK21http://proceedings.mlr.press/v139/yu21c.htmlhttps://dblp.org/rec/conf/icml/0001VK21URL#1335067Rong Yin 0001Yong Liu 0018Weiping Wang 0005Dan MengDistributed Nyström Kernel Learning with Communications.ICML12019-120282021Conference and Workshop Papersopenconf/icml/0001WM21http://proceedings.mlr.press/v139/yin21a.htmlhttps://dblp.org/rec/conf/icml/0001WM21URL#1335068Shi Li 0001Jiayi XianOnline Unrelated Machine Load Balancing with Predictions Revisited.ICML6523-65322021Conference and Workshop Papersopenconf/icml/0001X21http://proceedings.mlr.press/v139/li21w.htmlhttps://dblp.org/rec/conf/icml/0001X21URL#1335069Zhiyong Yang 0001Qianqian XuShilong BaoYuan He 0011Xiaochun CaoQingming HuangWhen All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC.ICML11820-118292021Conference and Workshop Papersopenconf/icml/0001XBHCH21http://proceedings.mlr.press/v139/yang21k.htmlhttps://dblp.org/rec/conf/icml/0001XBHCH21URL#1335070Wenbo Gong 0001Kaibo ZhangYingzhen LiJosé Miguel Hernández-LobatoActive Slices for Sliced Stein Discrepancy.ICML3766-37762021Conference and Workshop Papersopenconf/icml/0001ZLH21http://proceedings.mlr.press/v139/gong21a.htmlhttps://dblp.org/rec/conf/icml/0001ZLH21URL#1335071Yue Wu 0001Shuangfei ZhaiNitish SrivastavaJoshua M. SusskindJian Zhang 0050Ruslan SalakhutdinovHanlin GohUncertainty Weighted Actor-Critic for Offline Reinforcement Learning.ICML11319-113282021Conference and Workshop Papersopenconf/icml/0001ZSSZSG21http://proceedings.mlr.press/v139/wu21i.htmlhttps://dblp.org/rec/conf/icml/0001ZSSZSG21URL#1335072Sahil Singla 0002Soheil FeiziSkew Orthogonal Convolutions.ICML9756-97662021Conference and Workshop Papersopenconf/icml/0002F21http://proceedings.mlr.press/v139/singla21a.htmlhttps://dblp.org/rec/conf/icml/0002F21URL#1335073Mark Sandler 0002Max VladymyrovAndrey ZhmoginovNolan MillerTom MadamsAndrew Jackson 0004Blaise Agüera y ArcasMeta-Learning Bidirectional Update Rules.ICML9288-93002021Conference and Workshop Papersopenconf/icml/0002VZMMJA21http://proceedings.mlr.press/v139/sandler21a.htmlhttps://dblp.org/rec/conf/icml/0002VZMMJA21URL#1335074Wenbo Guo 0002Xian WuSui HuangXinyu XingAdversarial Policy Learning in Two-player Competitive Games.ICML3910-39192021Conference and Workshop Papersopenconf/icml/0002WHX21http://proceedings.mlr.press/v139/guo21b.htmlhttps://dblp.org/rec/conf/icml/0002WHX21URL#1335075Chengyi Wang 0002Yu Wu 0012Yao QianKen'ichi KumataniShujie Liu 0001Furu WeiMichael Zeng 0001Xuedong Huang 0001UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data.ICML10937-109472021Conference and Workshop Papersopenconf/icml/0002WQK0WZ021http://proceedings.mlr.press/v139/wang21y.htmlhttps://dblp.org/rec/conf/icml/0002WQK0WZ021URL#1335076Zhao Song 0002David P. WoodruffZheng YuLichen Zhang 0003Fast Sketching of Polynomial Kernels of Polynomial Degree.ICML9812-98232021Conference and Workshop Papersopenconf/icml/0002WYZ21http://proceedings.mlr.press/v139/song21c.htmlhttps://dblp.org/rec/conf/icml/0002WYZ21URL#1335077Zhao Song 0002Zheng YuOblivious Sketching-based Central Path Method for Linear Programming.ICML9835-98472021Conference and Workshop Papersopenconf/icml/0002Y21http://proceedings.mlr.press/v139/song21e.htmlhttps://dblp.org/rec/conf/icml/0002Y21URL#1335078Xutong Liu 0002Jinhang ZuoXiaowei ChenWei Chen 0013John C. S. LuiMulti-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning.ICML7057-70662021Conference and Workshop Papersopenconf/icml/0002ZCCL21http://proceedings.mlr.press/v139/liu21ae.htmlhttps://dblp.org/rec/conf/icml/0002ZCCL21URL#1335079Shuo Chen 0003Gang Niu 0001Chen Gong 0002Jun Li 0027Jian Yang 0003Masashi SugiyamaLarge-Margin Contrastive Learning with Distance Polarization Regularizer.ICML1673-16832021Conference and Workshop Papersopenconf/icml/000300LYS21http://proceedings.mlr.press/v139/chen21n.htmlhttps://dblp.org/rec/conf/icml/000300LYS21URL#1335080Michael Chang 0003Sidhant KaushikSergey LevineTom Griffiths 0001Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment.ICML1452-14622021Conference and Workshop Papersopenconf/icml/0003KLG21http://proceedings.mlr.press/v139/chang21b.htmlhttps://dblp.org/rec/conf/icml/0003KLG21URL#1335081Dian Chen 0004Hongxin HuQian Wang 0002Yinli LiCong Wang 0001Chao Shen 0001Qi Li 0002CARTL: Cooperative Adversarially-Robust Transfer Learning.ICML1640-16502021Conference and Workshop Papersopenconf/icml/0004H0L0S021http://proceedings.mlr.press/v139/chen21k.htmlhttps://dblp.org/rec/conf/icml/0004H0L0S021URL#1335082Jongmin Lee 0004Wonseok JeonByung-Jun Lee 0001Joelle PineauKee-Eung KimOptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation.ICML6120-61302021Conference and Workshop Papersopenconf/icml/0004JLPK21http://proceedings.mlr.press/v139/lee21f.htmlhttps://dblp.org/rec/conf/icml/0004JLPK21URL#1335083Tao Lin 0004Sai Praneeth KarimireddySebastian U. StichMartin JaggiQuasi-global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data.ICML6654-66652021Conference and Workshop Papersopenconf/icml/0004KSJ21http://proceedings.mlr.press/v139/lin21c.htmlhttps://dblp.org/rec/conf/icml/0004KSJ21URL#1335084Zhe Feng 0004Sébastien LahaieJon SchneiderJinchao YeReserve Price Optimization for First Price Auctions in Display Advertising.ICML3230-32392021Conference and Workshop Papersopenconf/icml/0004LSY21http://proceedings.mlr.press/v139/feng21b.htmlhttps://dblp.org/rec/conf/icml/0004LSY21URL#1335085Tian Li 0005Shengyuan Hu 0001Ahmad BeiramiVirginia SmithDitto: Fair and Robust Federated Learning Through Personalization.ICML6357-63682021Conference and Workshop Papersopenconf/icml/00050BS21http://proceedings.mlr.press/v139/li21h.htmlhttps://dblp.org/rec/conf/icml/00050BS21URL#1335086Gen Li 0005Changxiao CaiYuxin Chen 0002Yuantao GuYuting WeiYuejie ChiTightening the Dependence on Horizon in the Sample Complexity of Q-Learning.ICML6296-63062021Conference and Workshop Papersopenconf/icml/0005C0GWC21http://proceedings.mlr.press/v139/li21b.htmlhttps://dblp.org/rec/conf/icml/0005C0GWC21URL#1335087Gen Li 0005Yuantao GuTheory of Spectral Method for Union of Subspaces-Based Random Geometry Graph.ICML6337-63452021Conference and Workshop Papersopenconf/icml/0005G21http://proceedings.mlr.press/v139/li21f.htmlhttps://dblp.org/rec/conf/icml/0005G21URL#1335088Xue Yang 0005Junchi YanQi MingWentao Wang 0009Xiaopeng Zhang 0008Qi Tian 0001Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss.ICML11830-118412021Conference and Workshop Papersopenconf/icml/0005YMWZ021http://proceedings.mlr.press/v139/yang21l.htmlhttps://dblp.org/rec/conf/icml/0005YMWZ021URL#1335089Ning Liu 0007Geng YuanZhengping CheXuan ShenXiaolong MaQing JinJian RenJian Tang 0008Sijia Liu 0001Yanzhi WangLottery Ticket Preserves Weight Correlation: Is It Desirable or Not?ICML7011-70202021Conference and Workshop Papersopenconf/icml/0007YCSMJRT0W21http://proceedings.mlr.press/v139/liu21aa.htmlhttps://dblp.org/rec/conf/icml/0007YCSMJRT0W21URL#1335090Yiming Zhang 0010Keith W. RossOn-Policy Deep Reinforcement Learning for the Average-Reward Criterion.ICML12535-125452021Conference and Workshop Papersopenconf/icml/0010R21http://proceedings.mlr.press/v139/zhang21q.htmlhttps://dblp.org/rec/conf/icml/0010R21URL#1335091Xin Wang 0019Shuyi FanKun KuangWenwu Zhu 0001Explainable Automated Graph Representation Learning with Hyperparameter Importance.ICML10727-107372021Conference and Workshop Papersopenconf/icml/0019FK021http://proceedings.mlr.press/v139/wang21f.htmlhttps://dblp.org/rec/conf/icml/0019FK021URL#1335092Hao Wu 0020Babak Esmaeili 0001Michael L. WickJean-Baptiste TristanJan-Willem van de MeentConjugate Energy-Based Models.ICML11228-112392021Conference and Workshop Papersopenconf/icml/0020EWTM21http://proceedings.mlr.press/v139/wu21a.htmlhttps://dblp.org/rec/conf/icml/0020EWTM21URL#1335093Majid AbdolshahHung LeThommen George KarimpanalSunil Gupta 0001Santu RanaSvetha VenkateshA New Representation of Successor Features for Transfer across Dissimilar Environments.ICML1-92021Conference and Workshop Papersopenconf/icml/AbdolshahLK0RV21http://proceedings.mlr.press/v139/abdolshah21a.htmlhttps://dblp.org/rec/conf/icml/AbdolshahLK0RV21URL#1335094Kuruge Darshana AbeyrathnaBimal BhattaraiMorten GoodwinSaeed Rahimi GorjiOle-Christoffer GranmoLei Jiao 0001Rupsa SahaRohan Kumar YadavMassively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling.ICML10-202021Conference and Workshop Papersopenconf/icml/AbeyrathnaBGGGJ21http://proceedings.mlr.press/v139/abeyrathna21a.htmlhttps://dblp.org/rec/conf/icml/AbeyrathnaBGGGJ21URL#1335095Durmus Alp Emre AcarRuizhao ZhuVenkatesh SaligramaMemory Efficient Online Meta Learning.ICML32-422021Conference and Workshop Papersopenconf/icml/AcarZS21http://proceedings.mlr.press/v139/acar21b.htmlhttps://dblp.org/rec/conf/icml/AcarZS21URL#1335096Durmus Alp Emre AcarYue ZhaoRuizhao ZhuRamon Matas NavarroMatthew MattinaPaul N. WhatmoughVenkatesh SaligramaDebiasing Model Updates for Improving Personalized Federated Training.ICML21-312021Conference and Workshop Papersopenconf/icml/AcarZZNMWS21http://proceedings.mlr.press/v139/acar21a.htmlhttps://dblp.org/rec/conf/icml/AcarZZNMWS21URL#1335097Jayadev AcharyaZiteng SunHuanyu ZhangRobust Testing and Estimation under Manipulation Attacks.ICML43-532021Conference and Workshop Papersopenconf/icml/AcharyaSZ21http://proceedings.mlr.press/v139/acharya21a.htmlhttps://dblp.org/rec/conf/icml/AcharyaSZ21URL#1335098Idan AchituveAviv NavonYochai YeminiGal ChechikEthan FetayaGP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning.ICML54-652021Conference and Workshop Papersopenconf/icml/AchituveNYCF21http://proceedings.mlr.press/v139/achituve21a.htmlhttps://dblp.org/rec/conf/icml/AchituveNYCF21URL#1335099David AcunaGuojun ZhangMarc T. LawSanja Fidlerf-Domain Adversarial Learning: Theory and Algorithms.ICML66-752021Conference and Workshop Papersopenconf/icml/AcunaZLF21http://proceedings.mlr.press/v139/acuna21a.htmlhttps://dblp.org/rec/conf/icml/AcunaZLF21URL#1335100Darius AfcharVincent GuigueRomain HennequinTowards Rigorous Interpretations: a Formalisation of Feature Attribution.ICML76-862021Conference and Workshop Papersopenconf/icml/AfcharGH21http://proceedings.mlr.press/v139/afchar21a.htmlhttps://dblp.org/rec/conf/icml/AfcharGH21URL#1335101Naman AgarwalSurbhi GoelCyril ZhangAcceleration via Fractal Learning Rate Schedules.ICML87-992021Conference and Workshop Papersopenconf/icml/AgarwalGZ21http://proceedings.mlr.press/v139/agarwal21a.htmlhttps://dblp.org/rec/conf/icml/AgarwalGZ21URL#1335102Naman AgarwalElad HazanAnirudha MajumdarKaran SinghA Regret Minimization Approach to Iterative Learning Control.ICML100-1092021Conference and Workshop Papersopenconf/icml/AgarwalHMS21http://proceedings.mlr.press/v139/agarwal21b.htmlhttps://dblp.org/rec/conf/icml/AgarwalHMS21URL#1335103Sushant AgarwalShahin JabbariChirag AgarwalSohini UpadhyaySteven Wu 0001Himabindu LakkarajuTowards the Unification and Robustness of Perturbation and Gradient Based Explanations.ICML110-1192021Conference and Workshop Papersopenconf/icml/AgarwalJAU0L21http://proceedings.mlr.press/v139/agarwal21c.htmlhttps://dblp.org/rec/conf/icml/AgarwalJAU0L21URL#1335104Abhinav AggarwalShiva Prasad KasiviswanathanZekun XuOluwaseyi FeyisetanNathanael TeissierLabel Inference Attacks from Log-loss Scores.ICML120-1292021Conference and Workshop Papersopenconf/icml/AggarwalKXFT21http://proceedings.mlr.press/v139/aggarwal21a.htmlhttps://dblp.org/rec/conf/icml/AggarwalKXFT21URL#1335105Laurence AitchisonAdam X. YangSebastian W. OberDeep Kernel Processes.ICML130-1402021Conference and Workshop Papersopenconf/icml/AitchisonYO21http://proceedings.mlr.press/v139/aitchison21a.htmlhttps://dblp.org/rec/conf/icml/AitchisonYO21URL#1335106Ali AkbariMuhammad Awais 0001Manijeh BasharJosef KittlerHow Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation.ICML141-1512021Conference and Workshop Papersopenconf/icml/Akbari0BK21http://proceedings.mlr.press/v139/akbari21a.htmlhttps://dblp.org/rec/conf/icml/Akbari0BK21URL#1335107Shunta AkiyamaTaiji SuzukiOn Learnability via Gradient Method for Two-Layer ReLU Neural Networks in Teacher-Student Setting.ICML152-1622021Conference and Workshop Papersopenconf/icml/AkiyamaS21http://proceedings.mlr.press/v139/akiyama21a.htmlhttps://dblp.org/rec/conf/icml/AkiyamaS21URL#1335108Maxwell Mbabilla AladagoLorenzo TorresaniSlot Machines: Discovering Winning Combinations of Random Weights in Neural Networks.ICML163-1742021Conference and Workshop Papersopenconf/icml/AladagoT21http://proceedings.mlr.press/v139/aladago21a.htmlhttps://dblp.org/rec/conf/icml/AladagoT21URL#1335109Ferran AletJavier Lopez-ContrerasJames KoppelMaxwell I. NyeArmando Solar-LezamaTomás Lozano-PérezLeslie Pack KaelblingJoshua B. TenenbaumA large-scale benchmark for few-shot program induction and synthesis.ICML175-1862021Conference and Workshop Papersopenconf/icml/AletLKNSLKT21http://proceedings.mlr.press/v139/alet21a.htmlhttps://dblp.org/rec/conf/icml/AletLKNSLKT21URL#1335110Ayya AlievaAshok CutkoskyAbhimanyu DasRobust Pure Exploration in Linear Bandits with Limited Budget.ICML187-1952021Conference and Workshop Papersopenconf/icml/AlievaCD21http://proceedings.mlr.press/v139/alieva21a.htmlhttps://dblp.org/rec/conf/icml/AlievaCD21URL#1335111Foivos AlimisisPeter DaviesDan AlistarhCommunication-Efficient Distributed Optimization with Quantized Preconditioners.ICML196-2062021Conference and Workshop Papersopenconf/icml/AlimisisDA21http://proceedings.mlr.press/v139/alimisis21a.htmlhttps://dblp.org/rec/conf/icml/AlimisisDA21URL#1335112Pierre AlquierNon-Exponentially Weighted Aggregation: Regret Bounds for Unbounded Loss Functions.ICML207-2182021Conference and Workshop Papersopenconf/icml/Alquier21http://proceedings.mlr.press/v139/alquier21a.htmlhttps://dblp.org/rec/conf/icml/Alquier21URL#1335113David Alvarez-MelisNicolò FusiDataset Dynamics via Gradient Flows in Probability Space.ICML219-2302021Conference and Workshop Papersopenconf/icml/Alvarez-MelisF21http://proceedings.mlr.press/v139/alvarez-melis21a.htmlhttps://dblp.org/rec/conf/icml/Alvarez-MelisF21URL#1335114Georgios AmanatidisFederico FuscoPhilip LazosStefano Leonardi 0001Alberto Marchetti-SpaccamelaRebecca ReiffenhäuserSubmodular Maximization subject to a Knapsack Constraint: Combinatorial Algorithms with Near-optimal Adaptive Complexity.ICML231-2422021Conference and Workshop Papersopenconf/icml/AmanatidisFLLMR21http://proceedings.mlr.press/v139/amanatidis21a.htmlhttps://dblp.org/rec/conf/icml/AmanatidisFLLMR21URL#1335115Sanae AmaniChristos ThrampoulidisLin Yang 0011Safe Reinforcement Learning with Linear Function Approximation.ICML243-2532021Conference and Workshop Papersopenconf/icml/AmaniT021http://proceedings.mlr.press/v139/amani21a.htmlhttps://dblp.org/rec/conf/icml/AmaniT021URL#1335116Luca AmbrogioniGianluigi SilvestriMarcel van GervenAutomatic variational inference with cascading flows.ICML254-2632021Conference and Workshop Papersopenconf/icml/AmbrogioniSG21http://proceedings.mlr.press/v139/ambrogioni21a.htmlhttps://dblp.org/rec/conf/icml/AmbrogioniSG21URL#1335117Sebastian E. AmentCarla P. GomesSparse Bayesian Learning via Stepwise Regression.ICML264-2742021Conference and Workshop Papersopenconf/icml/AmentG21http://proceedings.mlr.press/v139/ament21a.htmlhttps://dblp.org/rec/conf/icml/AmentG21URL#1335118Susan AminMaziar GomrokchiHossein AboutalebiHarsh SatijaDoina PrecupLocally Persistent Exploration in Continuous Control Tasks with Sparse Rewards.ICML275-2852021Conference and Workshop Papersopenconf/icml/AminGASP21http://proceedings.mlr.press/v139/amin21a.htmlhttps://dblp.org/rec/conf/icml/AminGASP21URL#1335119Nishanth V. AnandDoina PrecupPreferential Temporal Difference Learning.ICML286-2962021Conference and Workshop Papersopenconf/icml/AnandP21http://proceedings.mlr.press/v139/anand21a.htmlhttps://dblp.org/rec/conf/icml/AnandP21URL#1335120Fidel Ernesto Diaz AndinoMaria KokkouMateus de Oliveira OliveiraFarhad VadieeUnitary Branching Programs: Learnability and Lower Bounds.ICML297-3062021Conference and Workshop Papersopenconf/icml/AndinoKOV21http://proceedings.mlr.press/v139/andino21a.htmlhttps://dblp.org/rec/conf/icml/AndinoKOV21URL#1335121Brandon ArakiXiao Li 0025Kiran VodrahalliJonathan A. DeCastroMicah J. FryDaniela RusThe Logical Options Framework.ICML307-3172021Conference and Workshop Papersopenconf/icml/Araki0VDFR21http://proceedings.mlr.press/v139/araki21a.htmlhttps://dblp.org/rec/conf/icml/Araki0VDFR21URL#1335122Michael ArbelAlexander G. de G. MatthewsArnaud DoucetAnnealed Flow Transport Monte Carlo.ICML318-3302021Conference and Workshop Papersopenconf/icml/ArbelMD21http://proceedings.mlr.press/v139/arbel21a.htmlhttps://dblp.org/rec/conf/icml/ArbelMD21URL#1335123David ArbourDrew DimmeryArjun SondhiPermutation Weighting.ICML331-3412021Conference and Workshop Papersopenconf/icml/ArbourDS21http://proceedings.mlr.press/v139/arbour21a.htmlhttps://dblp.org/rec/conf/icml/ArbourDS21URL#1335124Ludovic ArnouldClaire BoyerErwan ScornetAnalyzing the tree-layer structure of Deep Forests.ICML342-3502021Conference and Workshop Papersopenconf/icml/ArnouldBS21http://proceedings.mlr.press/v139/arnould21a.htmlhttps://dblp.org/rec/conf/icml/ArnouldBS21URL#1335125Raman AroraPeter L. BartlettPoorya MianjyNathan SrebroDropout: Explicit Forms and Capacity Control.ICML351-3612021Conference and Workshop Papersopenconf/icml/AroraBMS21http://proceedings.mlr.press/v139/arora21a.htmlhttps://dblp.org/rec/conf/icml/AroraBMS21URL#1335126Artem ArtemevDavid R. BurtMark van der WilkTighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients.ICML362-3722021Conference and Workshop Papersopenconf/icml/ArtemevBW21http://proceedings.mlr.press/v139/artemev21a.htmlhttps://dblp.org/rec/conf/icml/ArtemevBW21URL#1335127Dilip ArumugamBenjamin Van RoyDeciding What to Learn: A Rate-Distortion Approach.ICML373-3822021Conference and Workshop Papersopenconf/icml/ArumugamR21http://proceedings.mlr.press/v139/arumugam21a.htmlhttps://dblp.org/rec/conf/icml/ArumugamR21URL#1335128Hilal AsiJohn C. DuchiAlireza Fallah 0001Omid JavidbakhtKunal TalwarPrivate Adaptive Gradient Methods for Convex Optimization.ICML383-3922021Conference and Workshop Papersopenconf/icml/AsiD0JT21http://proceedings.mlr.press/v139/asi21a.htmlhttps://dblp.org/rec/conf/icml/AsiD0JT21URL#1335129Hilal AsiVitaly FeldmanTomer KorenKunal TalwarPrivate Stochastic Convex Optimization: Optimal Rates in L1 Geometry.ICML393-4032021Conference and Workshop Papersopenconf/icml/AsiFKT21http://proceedings.mlr.press/v139/asi21b.htmlhttps://dblp.org/rec/conf/icml/AsiFKT21URL#1335130Alexia AtsidakouOrestis PapadigenopoulosSoumya Basu 0001Constantine CaramanisSanjay ShakkottaiCombinatorial Blocking Bandits with Stochastic Delays.ICML404-4132021Conference and Workshop Papersopenconf/icml/AtsidakouP0CS21http://proceedings.mlr.press/v139/atsidakou21a.htmlhttps://dblp.org/rec/conf/icml/AtsidakouP0CS21URL#1335131Julien AudiffrenDichotomous Optimistic Search to Quantify Human Perception.ICML414-4242021Conference and Workshop Papersopenconf/icml/Audiffren21http://proceedings.mlr.press/v139/audiffren21a.htmlhttps://dblp.org/rec/conf/icml/Audiffren21URL#1335132Dmitrii AvdiukhinShiva Prasad KasiviswanathanFederated Learning under Arbitrary Communication Patterns.ICML425-4352021Conference and Workshop Papersopenconf/icml/AvdiukhinK21http://proceedings.mlr.press/v139/avdiukhin21a.htmlhttps://dblp.org/rec/conf/icml/AvdiukhinK21URL#1335133Rotem Zamir AvivIdo HakimiAssaf SchusterKfir Yehuda LevyAsynchronous Distributed Learning : Adapting to Gradient Delays without Prior Knowledge.ICML436-4452021Conference and Workshop Papersopenconf/icml/AvivHSL21http://proceedings.mlr.press/v139/aviv21a.htmlhttps://dblp.org/rec/conf/icml/AvivHSL21URL#1335134Kyriakos AxiotisAdam KarczmarzAnish Mukherjee 0001Piotr SankowskiAdrian VladuDecomposable Submodular Function Minimization via Maximum Flow.ICML446-4562021Conference and Workshop Papersopenconf/icml/AxiotisK0SV21http://proceedings.mlr.press/v139/axiotis21a.htmlhttps://dblp.org/rec/conf/icml/AxiotisK0SV21URL#1335135Sergül AydöreWilliam BrownMichael KearnsKrishnaram KenthapadiLuca MelisAaron Roth 0001Amaresh Ankit SivaDifferentially Private Query Release Through Adaptive Projection.ICML457-4672021Conference and Workshop Papersopenconf/icml/AydoreBKKM0S21http://proceedings.mlr.press/v139/aydore21a.htmlhttps://dblp.org/rec/conf/icml/AydoreBKKM0S21URL#1335136Shahar AzulayEdward MoroshkoMor Shpigel NacsonBlake E. WoodworthNathan SrebroAmir GlobersonDaniel SoudryOn the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent.ICML468-4772021Conference and Workshop Papersopenconf/icml/AzulayMNWSGS21http://proceedings.mlr.press/v139/azulay21a.htmlhttps://dblp.org/rec/conf/icml/AzulayMNWSGS21URL#1335137Zahra BabaieeRamin M. HasaniMathias LechnerDaniela RusRadu GrosuOn-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification.ICML478-4892021Conference and Workshop Papersopenconf/icml/BabaieeHLRG21http://proceedings.mlr.press/v139/babaiee21a.htmlhttps://dblp.org/rec/conf/icml/BabaieeHLRG21URL#1335138Gregor BachmannSeyed-Mohsen Moosavi-DezfooliThomas HofmannUniform Convergence, Adversarial Spheres and a Simple Remedy.ICML490-4992021Conference and Workshop Papersopenconf/icml/BachmannMH21http://proceedings.mlr.press/v139/bachmann21a.htmlhttps://dblp.org/rec/conf/icml/BachmannMH21URL#1335139Arturs BackursPiotr IndykCameron MuscoTal WagnerFaster Kernel Matrix Algebra via Density Estimation.ICML500-5102021Conference and Workshop Papersopenconf/icml/BackursIMW21http://proceedings.mlr.press/v139/backurs21a.htmlhttps://dblp.org/rec/conf/icml/BackursIMW21URL#1335140Kishan Panaganti BadrinathDileep KalathilRobust Reinforcement Learning using Least Squares Policy Iteration with Provable Performance Guarantees.ICML511-5202021Conference and Workshop Papersopenconf/icml/BadrinathK21http://proceedings.mlr.press/v139/badrinath21a.htmlhttps://dblp.org/rec/conf/icml/BadrinathK21URL#1335141Akhil BagariaJason K. SenthilGeorge Konidaris 0001Skill Discovery for Exploration and Planning using Deep Skill Graphs.ICML521-5312021Conference and Workshop Papersopenconf/icml/BagariaS021http://proceedings.mlr.press/v139/bagaria21a.htmlhttps://dblp.org/rec/conf/icml/BagariaS021URL#1335142Dara BahriHeinrich JiangLocally Adaptive Label Smoothing Improves Predictive Churn.ICML532-5422021Conference and Workshop Papersopenconf/icml/BahriJ21http://proceedings.mlr.press/v139/bahri21a.htmlhttps://dblp.org/rec/conf/icml/BahriJ21URL#1335143Yu Bai 0017Minshuo ChenPan ZhouTuo ZhaoJason D. LeeSham M. KakadeHuan WangCaiming XiongHow Important is the Train-Validation Split in Meta-Learning?ICML543-5532021Conference and Workshop Papersopenconf/icml/BaiCZZLKWX21http://proceedings.mlr.press/v139/bai21a.htmlhttps://dblp.org/rec/conf/icml/BaiCZZLKWX21URL#1335144Shaojie BaiVladlen KoltunJ. Zico KolterStabilizing Equilibrium Models by Jacobian Regularization.ICML554-5652021Conference and Workshop Papersopenconf/icml/BaiKK21http://proceedings.mlr.press/v139/bai21b.htmlhttps://dblp.org/rec/conf/icml/BaiKK21URL#1335145Yu Bai 0017Song MeiHuan WangCaiming XiongDon't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification.ICML566-5762021Conference and Workshop Papersopenconf/icml/BaiMWX21http://proceedings.mlr.press/v139/bai21c.htmlhttps://dblp.org/rec/conf/icml/BaiMWX21URL#1335146Chenjia BaiLingxiao Wang 0003Lei Han 0001Jianye HaoAnimesh GargPeng Liu 0008Zhaoran Wang 0001Principled Exploration via Optimistic Bootstrapping and Backward Induction.ICML577-5872021Conference and Workshop Papersopenconf/icml/BaiWHHG0W21http://proceedings.mlr.press/v139/bai21d.htmlhttps://dblp.org/rec/conf/icml/BaiWHHG0W21URL#1335147Yunsheng BaiDerek XuYizhou SunWei Wang 0010GLSearch: Maximum Common Subgraph Detection via Learning to Search.ICML588-5982021Conference and Workshop Papersopenconf/icml/BaiXS021http://proceedings.mlr.press/v139/bai21e.htmlhttps://dblp.org/rec/conf/icml/BaiXS021URL#1335148Muhammet BalcilarPierre HérouxBenoit GaüzèrePascal VasseurSébastien AdamPaul HoneineBreaking the Limits of Message Passing Graph Neural Networks.ICML599-6082021Conference and Workshop Papersopenconf/icml/BalcilarHGVAH21http://proceedings.mlr.press/v139/balcilar21a.htmlhttps://dblp.org/rec/conf/icml/BalcilarHGVAH21URL#1335149Eric BalkanskiSharon QianYaron SingerInstance Specific Approximations for Submodular Maximization.ICML609-6182021Conference and Workshop Papersopenconf/icml/BalkanskiQS21http://proceedings.mlr.press/v139/balkanski21a.htmlhttps://dblp.org/rec/conf/icml/BalkanskiQS21URL#1335150Philip J. BallCong LuJack Parker-HolderStephen J. RobertsAugmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment.ICML619-6292021Conference and Workshop Papersopenconf/icml/BallLPR21http://proceedings.mlr.press/v139/ball21a.htmlhttps://dblp.org/rec/conf/icml/BallLPR21URL#1335151Santiago R. BalseiroHaihao LuVahab S. MirrokniRegularized Online Allocation Problems: Fairness and Beyond.ICML630-6392021Conference and Workshop Papersopenconf/icml/BalseiroLM21http://proceedings.mlr.press/v139/balseiro21a.htmlhttps://dblp.org/rec/conf/icml/BalseiroLM21URL#1335152Fan BaoKun Xu 0004Chongxuan LiLanqing HongJun Zhu 0001Bo Zhang 0010Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models.ICML651-6612021Conference and Workshop Papersopenconf/icml/Bao0LHZ021http://proceedings.mlr.press/v139/bao21b.htmlhttps://dblp.org/rec/conf/icml/Bao0LHZ021URL#1335153Yujia BaoShiyu ChangRegina BarzilayPredict then Interpolate: A Simple Algorithm to Learn Stable Classifiers.ICML640-6502021Conference and Workshop Papersopenconf/icml/BaoCB21http://proceedings.mlr.press/v139/bao21a.htmlhttps://dblp.org/rec/conf/icml/BaoCB21URL#1335154Amir BarRoei HerzigXiaolong Wang 0004Anna RohrbachGal ChechikTrevor DarrellAmir GlobersonCompositional Video Synthesis with Action Graphs.ICML662-6732021Conference and Workshop Papersopenconf/icml/BarH0RCDG21http://proceedings.mlr.press/v139/bar21a.htmlhttps://dblp.org/rec/conf/icml/BarH0RCDG21URL#1335155Nadav BarakSivan SabatoApproximating a Distribution Using Weight Queries.ICML674-6832021Conference and Workshop Papersopenconf/icml/BarakS21http://proceedings.mlr.press/v139/barak21a.htmlhttps://dblp.org/rec/conf/icml/BarakS21URL#1335156Aseem BaranwalKimon FountoulakisAukosh JagannathGraph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization.ICML684-6932021Conference and Workshop Papersopenconf/icml/BaranwalFJ21http://proceedings.mlr.press/v139/baranwal21a.htmlhttps://dblp.org/rec/conf/icml/BaranwalFJ21URL#1335157Burak BartanMert PilanciTraining Quantized Neural Networks to Global Optimality via Semidefinite Programming.ICML694-7042021Conference and Workshop Papersopenconf/icml/BartanP21http://proceedings.mlr.press/v139/bartan21a.htmlhttps://dblp.org/rec/conf/icml/BartanP21URL#1335158Dorian BaudryRomain GautronEmilie KaufmannOdalric MaillardOptimal Thompson Sampling strategies for support-aware CVaR bandits.ICML716-7262021Conference and Workshop Papersopenconf/icml/BaudryGKM21http://proceedings.mlr.press/v139/baudry21a.htmlhttps://dblp.org/rec/conf/icml/BaudryGKM21URL#1335159Dorian BaudryYoan RussacOlivier CappéOn Limited-Memory Subsampling Strategies for Bandits.ICML727-7372021Conference and Workshop Papersopenconf/icml/BaudryRC21http://proceedings.mlr.press/v139/baudry21b.htmlhttps://dblp.org/rec/conf/icml/BaudryRC21URL#1335160Matthias BauerAndriy MnihGeneralized Doubly Reparameterized Gradient Estimators.ICML738-7472021Conference and Workshop Papersopenconf/icml/BauerM21http://proceedings.mlr.press/v139/bauer21a.htmlhttps://dblp.org/rec/conf/icml/BauerM21URL#1335161Dominique BeainiSaro PassaroVincent LétourneauWilliam L. HamiltonGabriele CorsoPietro LióDirectional Graph Networks.ICML748-7582021Conference and Workshop Papersopenconf/icml/BeainiPLHCL21http://proceedings.mlr.press/v139/beani21a.htmlhttps://dblp.org/rec/conf/icml/BeainiPLHCL21URL#1335162Santiago Zanella BéguelinShruti TopleAndrew PaverdBoris KöpfGrey-box Extraction of Natural Language Models.ICML12278-122862021Conference and Workshop Papersopenconf/icml/BeguelinTPK21http://proceedings.mlr.press/v139/zanella-beguelin21a.htmlhttps://dblp.org/rec/conf/icml/BeguelinTPK21URL#1335163Alexis BellotMihaela van der SchaarPolicy Analysis using Synthetic Controls in Continuous-Time.ICML759-7682021Conference and Workshop Papersopenconf/icml/BellotS21http://proceedings.mlr.press/v139/bellot21a.htmlhttps://dblp.org/rec/conf/icml/BellotS21URL#1335164Gregory W. BentonWesley J. MaddoxSanae LotfiAndrew Gordon WilsonLoss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling.ICML769-7792021Conference and Workshop Papersopenconf/icml/BentonMLW21http://proceedings.mlr.press/v139/benton21a.htmlhttps://dblp.org/rec/conf/icml/BentonMLW21URL#1335165Berkay BerabiJingxuan HeVeselin RaychevMartin T. VechevTFix: Learning to Fix Coding Errors with a Text-to-Text Transformer.ICML780-7912021Conference and Workshop Papersopenconf/icml/BerabiHRV21http://proceedings.mlr.press/v139/berabi21a.htmlhttps://dblp.org/rec/conf/icml/BerabiHRV21URL#1335166Jeroen BerrevoetsAhmed M. AlaaZhaozhi QianJames JordonAlexander E. S. GimsonMihaela van der SchaarLearning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis.ICML792-8022021Conference and Workshop Papersopenconf/icml/BerrevoetsAQJGS21http://proceedings.mlr.press/v139/berrevoets21a.htmlhttps://dblp.org/rec/conf/icml/BerrevoetsAQJGS21URL#1335167Patrice BertailStéphan ClémençonYannick GuyonvarchNathan NoiryLearning from Biased Data: A Semi-Parametric Approach.ICML803-8122021Conference and Workshop Papersopenconf/icml/BertailCGN21http://proceedings.mlr.press/v139/bertail21a.htmlhttps://dblp.org/rec/conf/icml/BertailCGN21URL#1335168Gedas BertasiusHeng WangLorenzo TorresaniIs Space-Time Attention All You Need for Video Understanding?ICML813-8242021Conference and Workshop Papersopenconf/icml/BertasiusWT21http://proceedings.mlr.press/v139/bertasius21a.htmlhttps://dblp.org/rec/conf/icml/BertasiusWT21URL#1335169Antonin BerthonBo Han 0003Gang Niu 0001Tongliang LiuMasashi SugiyamaConfidence Scores Make Instance-dependent Label-noise Learning Possible.ICML825-8362021Conference and Workshop Papersopenconf/icml/Berthon00LS21http://proceedings.mlr.press/v139/berthon21a.htmlhttps://dblp.org/rec/conf/icml/Berthon00LS21URL#1335170Beatrice BevilacquaYangze ZhouBruno Ribeiro 0001Size-Invariant Graph Representations for Graph Classification Extrapolations.ICML837-8512021Conference and Workshop Papersopenconf/icml/BevilacquaZ021http://proceedings.mlr.press/v139/bevilacqua21a.htmlhttps://dblp.org/rec/conf/icml/BevilacquaZ021URL#1335171Sourbh BhadaneAaron B. WagnerJayadev AcharyaPrincipal Bit Analysis: Autoencoding with Schur-Concave Loss.ICML852-8622021Conference and Workshop Papersopenconf/icml/BhadaneWA21http://proceedings.mlr.press/v139/bhadane21a.htmlhttps://dblp.org/rec/conf/icml/BhadaneWA21URL#1335172Arjun Nitin BhagojiDaniel CullinaVikash SehwagPrateek MittalLower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries.ICML863-8732021Conference and Workshop Papersopenconf/icml/BhagojiCSM21http://proceedings.mlr.press/v139/bhagoji21a.htmlhttps://dblp.org/rec/conf/icml/BhagojiCSM21URL#1335173Aditya BhaskaraAravinda Kanchana RuwanpathiranaMaheshakya WijewardenaAdditive Error Guarantees for Weighted Low Rank Approximation.ICML874-8832021Conference and Workshop Papersopenconf/icml/BhaskaraRW21http://proceedings.mlr.press/v139/bhaskara21a.htmlhttps://dblp.org/rec/conf/icml/BhaskaraRW21URL#1335174Robi BhattacharjeeSomesh JhaKamalika ChaudhuriSample Complexity of Robust Linear Classification on Separated Data.ICML884-8932021Conference and Workshop Papersopenconf/icml/BhattacharjeeJC21http://proceedings.mlr.press/v139/bhattacharjee21a.htmlhttps://dblp.org/rec/conf/icml/BhattacharjeeJC21URL#1335175Chiranjib BhattacharyyaRavindran KannanAmit Kumar 0001Finding k in Latent k- polytope.ICML894-9032021Conference and Workshop Papersopenconf/icml/BhattacharyyaK021http://proceedings.mlr.press/v139/bhattacharyya21a.htmlhttps://dblp.org/rec/conf/icml/BhattacharyyaK021URL#1335176Hangrui BiHengyi WangChence ShiConnor W. ColeyJian Tang 0005Hongyu GuoNon-Autoregressive Electron Redistribution Modeling for Reaction Prediction.ICML904-9132021Conference and Workshop Papersopenconf/icml/BiWSC0G21http://proceedings.mlr.press/v139/bi21a.htmlhttps://dblp.org/rec/conf/icml/BiWSC0G21URL#1335177André BiedenkappRaghu RajanFrank HutterMarius LindauerTempoRL: Learning When to Act.ICML914-9242021Conference and Workshop Papersopenconf/icml/BiedenkappRHL21http://proceedings.mlr.press/v139/biedenkapp21a.htmlhttps://dblp.org/rec/conf/icml/BiedenkappRHL21URL#1335178Jakub BielawskiThiparat ChotibutFryderyk FalniowskiGrzegorz KosiorowskiMichal MisiurewiczGeorgios PiliourasFollow-the-Regularized-Leader Routes to Chaos in Routing Games.ICML925-9352021Conference and Workshop Papersopenconf/icml/BielawskiCFKMP21http://proceedings.mlr.press/v139/bielawski21a.htmlhttps://dblp.org/rec/conf/icml/BielawskiCFKMP21URL#1335179Luca BiggioTommaso BendinelliAlexander NeitzAurélien LucchiGiambattista ParascandoloNeural Symbolic Regression that scales.ICML936-9452021Conference and Workshop Papersopenconf/icml/BiggioBNLP21http://proceedings.mlr.press/v139/biggio21a.htmlhttps://dblp.org/rec/conf/icml/BiggioBNLP21URL#1335180Max BiggsWei Sun 0031Markus EttlModel Distillation for Revenue Optimization: Interpretable Personalized Pricing.ICML946-9562021Conference and Workshop Papersopenconf/icml/Biggs0E21http://proceedings.mlr.press/v139/biggs21a.htmlhttps://dblp.org/rec/conf/icml/Biggs0E21URL#1335181Marin BilosStephan GünnemannScalable Normalizing Flows for Permutation Invariant Densities.ICML957-9672021Conference and Workshop Papersopenconf/icml/BilosG21http://proceedings.mlr.press/v139/bilos21a.htmlhttps://dblp.org/rec/conf/icml/BilosG21URL#1335182Ilai BistritzNicholas BambosOnline Learning for Load Balancing of Unknown Monotone Resource Allocation Games.ICML968-9792021Conference and Workshop Papersopenconf/icml/BistritzB21http://proceedings.mlr.press/v139/bistritz21a.htmlhttps://dblp.org/rec/conf/icml/BistritzB21URL#1335183Johan BjörckXiangyu ChenChristopher De SaCarla P. GomesKilian Q. WeinbergerLow-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision.ICML980-9912021Conference and Workshop Papersopenconf/icml/BjorckCSGW21http://proceedings.mlr.press/v139/bjorck21a.htmlhttps://dblp.org/rec/conf/icml/BjorckCSGW21URL#1335184Davis W. BlalockJohn V. GuttagMultiplying Matrices Without Multiplying.ICML992-10042021Conference and Workshop Papersopenconf/icml/BlalockG21http://proceedings.mlr.press/v139/blalock21a.htmlhttps://dblp.org/rec/conf/icml/BlalockG21URL#1335185Avrim BlumNika HaghtalabRichard Lanas PhillipsHan ShaoOne for One, or All for All: Equilibria and Optimality of Collaboration in Federated Learning.ICML1005-10142021Conference and Workshop Papersopenconf/icml/BlumHPS21http://proceedings.mlr.press/v139/blum21a.htmlhttps://dblp.org/rec/conf/icml/BlumHPS21URL#1335186Erik BodinZhenwen DaiNeill W. CampbellCarl Henrik EkBlack-box density function estimation using recursive partitioning.ICML1015-10252021Conference and Workshop Papersopenconf/icml/BodinDCE21http://proceedings.mlr.press/v139/bodin21a.htmlhttps://dblp.org/rec/conf/icml/BodinDCE21URL#1335187Cristian BodnarFabrizio FrascaYuguang Wang 0001Nina OtterGuido F. MontúfarPietro LióMichael M. BronsteinWeisfeiler and Lehman Go Topological: Message Passing Simplicial Networks.ICML1026-10372021Conference and Workshop Papersopenconf/icml/BodnarF0OMLB21http://proceedings.mlr.press/v139/bodnar21a.htmlhttps://dblp.org/rec/conf/icml/BodnarF0OMLB21URL#1335188Roberto BondesanMax WellingThe Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning.ICML1038-10482021Conference and Workshop Papersopenconf/icml/BondesanW21http://proceedings.mlr.press/v139/bondesan21a.htmlhttps://dblp.org/rec/conf/icml/BondesanW21URL#1335189David BrandfonbrenerWilliam F. WhitneyRajesh RanganathJoan BrunaOffline Contextual Bandits with Overparameterized Models.ICML1049-10582021Conference and Workshop Papersopenconf/icml/BrandfonbrenerW21http://proceedings.mlr.press/v139/brandfonbrener21a.htmlhttps://dblp.org/rec/conf/icml/BrandfonbrenerW21URL#1335190Andy BrockSoham DeSamuel L. SmithKaren SimonyanHigh-Performance Large-Scale Image Recognition Without Normalization.ICML1059-10712021Conference and Workshop Papersopenconf/icml/BrockDSS21http://proceedings.mlr.press/v139/brock21a.htmlhttps://dblp.org/rec/conf/icml/BrockDSS21URL#1335191James A. BrofosRoy R. LedermanEvaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo.ICML1072-10812021Conference and Workshop Papersopenconf/icml/BrofosL21http://proceedings.mlr.press/v139/brofos21a.htmlhttps://dblp.org/rec/conf/icml/BrofosL21URL#1335192Ethan A. BrooksJanarthanan RajendranRichard L. LewisSatinder Singh 0001Reinforcement Learning of Implicit and Explicit Control Flow Instructions.ICML1082-10912021Conference and Workshop Papersopenconf/icml/BrooksRLS21http://proceedings.mlr.press/v139/brooks21a.htmlhttps://dblp.org/rec/conf/icml/BrooksRLS21URL#1335193Jonathan BrophyDaniel LowdMachine Unlearning for Random Forests.ICML1092-11042021Conference and Workshop Papersopenconf/icml/BrophyL21http://proceedings.mlr.press/v139/brophy21a.htmlhttps://dblp.org/rec/conf/icml/BrophyL21URL#1335194Daniel S. BrownJordan SchneiderAnca D. DraganScott NiekumValue Alignment Verification.ICML1105-11152021Conference and Workshop Papersopenconf/icml/BrownSDN21http://proceedings.mlr.press/v139/brown21a.htmlhttps://dblp.org/rec/conf/icml/BrownSDN21URL#1335195David Bruns-SmithModel-Free and Model-Based Policy Evaluation when Causality is Uncertain.ICML1116-11262021Conference and Workshop Papersopenconf/icml/Bruns-Smith21http://proceedings.mlr.press/v139/bruns-smith21a.htmlhttps://dblp.org/rec/conf/icml/Bruns-Smith21URL#1335196Francois Buet-GolfouseNarrow Margins: Classification, Margins and Fat Tails.ICML1127-11352021Conference and Workshop Papersopenconf/icml/Buet-Golfouse21http://proceedings.mlr.press/v139/buet-golfouse21a.htmlhttps://dblp.org/rec/conf/icml/Buet-Golfouse21URL#1335197Mark BunMarek Eliás 0001Janardhan KulkarniDifferentially Private Correlation Clustering.ICML1136-11462021Conference and Workshop Papersopenconf/icml/Bun0K21http://proceedings.mlr.press/v139/bun21a.htmlhttps://dblp.org/rec/conf/icml/Bun0K21URL#1335198Vivien A. CabannesFrancis R. BachAlessandro RudiDisambiguation of Weak Supervision leading to Exponential Convergence rates.ICML1147-11572021Conference and Workshop Papersopenconf/icml/CabannnesBR21http://proceedings.mlr.press/v139/cabannnes21a.htmlhttps://dblp.org/rec/conf/icml/CabannnesBR21URL#1335199Diana CaiTrevor CampbellTamara BroderickFinite mixture models do not reliably learn the number of components.ICML1158-11692021Conference and Workshop Papersopenconf/icml/CaiCB21http://proceedings.mlr.press/v139/cai21a.htmlhttps://dblp.org/rec/conf/icml/CaiCB21URL#1335200Tianle CaiRuiqi GaoJason D. LeeQi LeiA Theory of Label Propagation for Subpopulation Shift.ICML1170-11822021Conference and Workshop Papersopenconf/icml/CaiGLL21http://proceedings.mlr.press/v139/cai21b.htmlhttps://dblp.org/rec/conf/icml/CaiGLL21URL#1335201Xu CaiSelwyn GomesJonathan ScarlettLenient Regret and Good-Action Identification in Gaussian Process Bandits.ICML1183-11922021Conference and Workshop Papersopenconf/icml/CaiGS21http://proceedings.mlr.press/v139/cai21c.htmlhttps://dblp.org/rec/conf/icml/CaiGS21URL#1335202HanQin CaiYuchen LouDaniel McKenzieWotao YinA Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization.ICML1193-12032021Conference and Workshop Papersopenconf/icml/CaiLMY21http://proceedings.mlr.press/v139/cai21d.htmlhttps://dblp.org/rec/conf/icml/CaiLMY21URL#1335203Tianle CaiShengjie LuoKeyulu XuDi He 0001Tie-Yan LiuLiwei Wang 0001GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training.ICML1204-12152021Conference and Workshop Papersopenconf/icml/CaiLXHL021http://proceedings.mlr.press/v139/cai21e.htmlhttps://dblp.org/rec/conf/icml/CaiLXHL021URL#1335204Xu CaiJonathan ScarlettOn Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization.ICML1216-12262021Conference and Workshop Papersopenconf/icml/CaiS21http://proceedings.mlr.press/v139/cai21f.htmlhttps://dblp.org/rec/conf/icml/CaiS21URL#1335205Romain CamilleriKevin Jamieson 0001Julian Katz-SamuelsHigh-dimensional Experimental Design and Kernel Bandits.ICML1227-12372021Conference and Workshop Papersopenconf/icml/CamilleriJK21http://proceedings.mlr.press/v139/camilleri21a.htmlhttps://dblp.org/rec/conf/icml/CamilleriJK21URL#1335206Andrew CampbellWenlong ChenVincent StimperJosé Miguel Hernández-LobatoYichuan ZhangA Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization.ICML1238-12482021Conference and Workshop Papersopenconf/icml/CampbellCSHZ21http://proceedings.mlr.press/v139/campbell21a.htmlhttps://dblp.org/rec/conf/icml/CampbellCSHZ21URL#1335207Alexander CamutoXiaoyu WangLingjiong ZhuChris C. HolmesMert GürbüzbalabanUmut SimsekliAsymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections.ICML1249-12602021Conference and Workshop Papersopenconf/icml/CamutoWZHGS21http://proceedings.mlr.press/v139/camuto21a.htmlhttps://dblp.org/rec/conf/icml/CamutoWZHGS21URL#1335208Yue CaoPayel DasVijil ChenthamarakshanPin-Yu ChenIgor MelnykYang Shen 0001Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design.ICML1261-12712021Conference and Workshop Papersopenconf/icml/CaoDCCMS21http://proceedings.mlr.press/v139/cao21a.htmlhttps://dblp.org/rec/conf/icml/CaoDCCMS21URL#1335209Yuzhou CaoLei Feng 0006Yitian XuBo An 0001Gang Niu 0001Masashi SugiyamaLearning from Similarity-Confidence Data.ICML1272-12822021Conference and Workshop Papersopenconf/icml/CaoFX00S21http://proceedings.mlr.press/v139/cao21b.htmlhttps://dblp.org/rec/conf/icml/CaoFX00S21URL#1335210Alejandro CardereraJelena DiakonikolasCheuk Yin LinSebastian PokuttaParameter-free Locally Accelerated Conditional Gradients.ICML1283-12932021Conference and Workshop Papersopenconf/icml/CardereraDLP21http://proceedings.mlr.press/v139/carderera21a.htmlhttps://dblp.org/rec/conf/icml/CardereraDLP21URL#1335211Mathieu CarrièreFrédéric ChazalMarc GlisseYuichi IkeHariprasad KannanYuhei UmedaOptimizing persistent homology based functions.ICML1294-13032021Conference and Workshop Papersopenconf/icml/CarriereCGIKU21http://proceedings.mlr.press/v139/carriere21a.htmlhttps://dblp.org/rec/conf/icml/CarriereCGIKU21URL#1335212Asaf B. CasselTomer KorenOnline Policy Gradient for Model Free Learning of Linear Quadratic Regulators with √T Regret.ICML1304-13132021Conference and Workshop Papersopenconf/icml/CasselK21http://proceedings.mlr.press/v139/cassel21a.htmlhttps://dblp.org/rec/conf/icml/CasselK21URL#1335213Matteo CastiglioniAlberto Marchesi 0001Andrea CelliNicola Gatti 0001Multi-Receiver Online Bayesian Persuasion.ICML1314-13232021Conference and Workshop Papersopenconf/icml/CastiglioniMC021http://proceedings.mlr.press/v139/castiglioni21a.htmlhttps://dblp.org/rec/conf/icml/CastiglioniMC021URL#1335214Amnon CatavBoyang FuYazeed ZoabiAhuva Weiss-MeilikNoam ShomronJason ErnstSriram SankararamanRan Gilad-BachrachMarginal Contribution Feature Importance - an Axiomatic Approach for Explaining Data.ICML1324-13352021Conference and Workshop Papersopenconf/icml/CatavFZWSESG21http://proceedings.mlr.press/v139/catav21a.htmlhttps://dblp.org/rec/conf/icml/CatavFZWSESG21URL#1335215Charlotte CaucheteuxAlexandre GramfortJean-Remi KingDisentangling syntax and semantics in the brain with deep networks.ICML1336-13482021Conference and Workshop Papersopenconf/icml/CaucheteuxGK21http://proceedings.mlr.press/v139/caucheteux21a.htmlhttps://dblp.org/rec/conf/icml/CaucheteuxGK21URL#1335216L. Elisa CelisLingxiao HuangVijay KeswaniNisheeth K. VishnoiFair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees.ICML1349-13612021Conference and Workshop Papersopenconf/icml/CelisHKV21http://proceedings.mlr.press/v139/celis21a.htmlhttps://dblp.org/rec/conf/icml/CelisHKV21URL#1335217Leonardo CellaMassimiliano PontilClaudio GentileBest Model Identification: A Rested Bandit Formulation.ICML1362-13722021Conference and Workshop Papersopenconf/icml/CellaPG21http://proceedings.mlr.press/v139/cella21a.htmlhttps://dblp.org/rec/conf/icml/CellaPG21URL#1335218Edoardo CetinOya ÇeliktutanLearning Routines for Effective Off-Policy Reinforcement Learning.ICML1384-13942021Conference and Workshop Papersopenconf/icml/CetinC21http://proceedings.mlr.press/v139/cetin21a.htmlhttps://dblp.org/rec/conf/icml/CetinC21URL#1335219Ciwan CeylanSalla FranzénFlorian T. PokornyLearning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks.ICML1395-14062021Conference and Workshop Papersopenconf/icml/CeylanFP21http://proceedings.mlr.press/v139/ceylan21a.htmlhttps://dblp.org/rec/conf/icml/CeylanFP21URL#1335220Ines ChamiAlbert GuDat NguyenChristopher RéHoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections.ICML1419-14292021Conference and Workshop Papersopenconf/icml/ChamiGNR21http://proceedings.mlr.press/v139/chami21a.htmlhttps://dblp.org/rec/conf/icml/ChamiGNR21URL#1335221Elliot Chane-SaneCordelia SchmidIvan LaptevGoal-Conditioned Reinforcement Learning with Imagined Subgoals.ICML1430-14402021Conference and Workshop Papersopenconf/icml/Chane-SaneSL21http://proceedings.mlr.press/v139/chane-sane21a.htmlhttps://dblp.org/rec/conf/icml/Chane-SaneSL21URL#1335222Alisa ChangBadih GhaziRavi Kumar 0001Pasin ManurangsiLocally Private k-Means in One Round.ICML1441-14512021Conference and Workshop Papersopenconf/icml/ChangG0M21http://proceedings.mlr.press/v139/chang21a.htmlhttps://dblp.org/rec/conf/icml/ChangG0M21URL#1335223Nadine ChangZhiding YuYu-Xiong WangAnimashree AnandkumarSanja FidlerJosé M. Álvarez 0004Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection.ICML1463-14722021Conference and Workshop Papersopenconf/icml/ChangYWAFA21http://proceedings.mlr.press/v139/chang21c.htmlhttps://dblp.org/rec/conf/icml/ChangYWAFA21URL#1335224Sudhanshu ChanpuriyaCameron MuscoKonstantinos SotiropoulosCharalampos E. TsourakakisDeepWalking Backwards: From Embeddings Back to Graphs.ICML1473-14832021Conference and Workshop Papersopenconf/icml/ChanpuriyaMST21http://proceedings.mlr.press/v139/chanpuriya21a.htmlhttps://dblp.org/rec/conf/icml/ChanpuriyaMST21URL#1335225Devendra Singh ChaplotDeepak PathakJitendra MalikDifferentiable Spatial Planning using Transformers.ICML1484-14952021Conference and Workshop Papersopenconf/icml/ChaplotPM21http://proceedings.mlr.press/v139/chaplot21a.htmlhttps://dblp.org/rec/conf/icml/ChaplotPM21URL#1335226Henry CharlesworthGiovanni MontanaSolving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning.ICML1496-15062021Conference and Workshop Papersopenconf/icml/CharlesworthM21http://proceedings.mlr.press/v139/charlesworth21a.htmlhttps://dblp.org/rec/conf/icml/CharlesworthM21URL#1335227Nontawat CharoenphakdeeZhenghang CuiYivan ZhangMasashi SugiyamaClassification with Rejection Based on Cost-sensitive Classification.ICML1507-15172021Conference and Workshop Papersopenconf/icml/CharoenphakdeeC21http://proceedings.mlr.press/v139/charoenphakdee21a.htmlhttps://dblp.org/rec/conf/icml/CharoenphakdeeC21URL#1335228Yevgen ChebotarKarol HausmanYao Lu 0006Ted XiaoDmitry KalashnikovJacob VarleyAlex IrpanBenjamin EysenbachRyan JulianChelsea FinnSergey LevineActionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills.ICML1518-15282021Conference and Workshop Papersopenconf/icml/ChebotarHLXKVIE21http://proceedings.mlr.press/v139/chebotar21a.htmlhttps://dblp.org/rec/conf/icml/ChebotarHLXKVIE21URL#1335229Pei-Hung ChenWei Wei 0019Cho-Jui HsiehBo Dai 0001Overcoming Catastrophic Forgetting by Bayesian Generative Regularization.ICML1760-17702021Conference and Workshop Papersopenconf/icml/Chen0HD21http://proceedings.mlr.press/v139/chen21v.htmlhttps://dblp.org/rec/conf/icml/Chen0HD21URL#1335230Xu ChenUnified Robust Semi-Supervised Variational Autoencoder.ICML1529-15382021Conference and Workshop Papersopenconf/icml/Chen21http://proceedings.mlr.press/v139/chen21a.htmlhttps://dblp.org/rec/conf/icml/Chen21URL#1335231Boyuan Chen 0003Pieter AbbeelDeepak PathakUnsupervised Learning of Visual 3D Keypoints for Control.ICML1539-15492021Conference and Workshop Papersopenconf/icml/ChenAP21http://proceedings.mlr.press/v139/chen21b.htmlhttps://dblp.org/rec/conf/icml/ChenAP21URL#1335232Rui ChenSanjeeb DashTian GaoInteger Programming for Causal Structure Learning in the Presence of Latent Variables.ICML1550-15602021Conference and Workshop Papersopenconf/icml/ChenDG21http://proceedings.mlr.press/v139/chen21c.htmlhttps://dblp.org/rec/conf/icml/ChenDG21URL#1335233Yifang ChenSimon S. DuKevin Jamieson 0001Improved Corruption Robust Algorithms for Episodic Reinforcement Learning.ICML1561-15702021Conference and Workshop Papersopenconf/icml/ChenDJ21http://proceedings.mlr.press/v139/chen21d.htmlhttps://dblp.org/rec/conf/icml/ChenDJ21URL#1335234Yunlu ChenBasura FernandoHakan BilenThomas MensinkEfstratios GavvesNeural Feature Matching in Implicit 3D Representations.ICML1582-15932021Conference and Workshop Papersopenconf/icml/ChenFBMG21http://proceedings.mlr.press/v139/chen21f.htmlhttps://dblp.org/rec/conf/icml/ChenFBMG21URL#1335235Yongxin ChenJiaojiao FanAmirhossein TaghvaeiScalable Computations of Wasserstein Barycenter via Input Convex Neural Networks.ICML1571-15812021Conference and Workshop Papersopenconf/icml/ChenFT21http://proceedings.mlr.press/v139/chen21e.htmlhttps://dblp.org/rec/conf/icml/ChenFT21URL#1335236Shixiang ChenAlfredo GarciaMingyi HongShahin ShahrampourDecentralized Riemannian Gradient Descent on the Stiefel Manifold.ICML1594-16052021Conference and Workshop Papersopenconf/icml/ChenGHS21http://proceedings.mlr.press/v139/chen21g.htmlhttps://dblp.org/rec/conf/icml/ChenGHS21URL#1335237Mayee F. ChenKaran GoelNimit Sharad SohoniFait PomsKayvon FatahalianChristopher RéMandoline: Model Evaluation under Distribution Shift.ICML1617-16292021Conference and Workshop Papersopenconf/icml/ChenGSPFR21http://proceedings.mlr.press/v139/chen21i.htmlhttps://dblp.org/rec/conf/icml/ChenGSPFR21URL#1335238Chao Chen 0016Haoyu GengNianzu YangJunchi YanDaiyue XueJianping YuXiaokang YangLearning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation.ICML1606-16162021Conference and Workshop Papersopenconf/icml/ChenGYYXYY21http://proceedings.mlr.press/v139/chen21h.htmlhttps://dblp.org/rec/conf/icml/ChenGYYXYY21URL#1335239Xiaohui ChenXu Han 0012Jiajing HuFrancisco J. R. RuizLi-Ping Liu 0001Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation.ICML1630-16392021Conference and Workshop Papersopenconf/icml/ChenHHRL21http://proceedings.mlr.press/v139/chen21j.htmlhttps://dblp.org/rec/conf/icml/ChenHHRL21URL#1335240Liyu ChenHaipeng LuoFinding the Stochastic Shortest Path with Low Regret: the Adversarial Cost and Unknown Transition Case.ICML1651-16602021Conference and Workshop Papersopenconf/icml/ChenL21http://proceedings.mlr.press/v139/chen21l.htmlhttps://dblp.org/rec/conf/icml/ChenL21URL#1335241Xinyun ChenPetros ManiatisRishabh SinghCharles SuttonHanjun DaiMax LinDenny ZhouSpreadsheetCoder: Formula Prediction from Semi-structured Context.ICML1661-16722021Conference and Workshop Papersopenconf/icml/ChenMSSDLZ21http://proceedings.mlr.press/v139/chen21m.htmlhttps://dblp.org/rec/conf/icml/ChenMSSDLZ21URL#1335242Tianlong ChenYongduo SuiXuxi ChenAston ZhangZhangyang WangA Unified Lottery Ticket Hypothesis for Graph Neural Networks.ICML1695-17062021Conference and Workshop Papersopenconf/icml/ChenSCZW21http://proceedings.mlr.press/v139/chen21p.htmlhttps://dblp.org/rec/conf/icml/ChenSCZW21URL#1335243Yuzhou ChenIgnacio Segovia-DominguezYulia R. GelZ-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting.ICML1684-16942021Conference and Workshop Papersopenconf/icml/ChenSG21http://proceedings.mlr.press/v139/chen21o.htmlhttps://dblp.org/rec/conf/icml/ChenSG21URL#1335244Wei Chen 0013Xiaoming Sun 0001Jialin Zhang 0001Zhijie ZhangNetwork Inference and Influence Maximization from Samples.ICML1707-17162021Conference and Workshop Papersopenconf/icml/ChenSZZ21http://proceedings.mlr.press/v139/chen21q.htmlhttps://dblp.org/rec/conf/icml/ChenSZZ21URL#1335245Renyi ChenMolei TaoData-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps.ICML1717-17272021Conference and Workshop Papersopenconf/icml/ChenT21http://proceedings.mlr.press/v139/chen21r.htmlhttps://dblp.org/rec/conf/icml/ChenT21URL#1335246Tyler ChenThomas TrogdonShashanka UbaruAnalysis of stochastic Lanczos quadrature for spectrum approximation.ICML1728-17392021Conference and Workshop Papersopenconf/icml/ChenTU21http://proceedings.mlr.press/v139/chen21s.htmlhttps://dblp.org/rec/conf/icml/ChenTU21URL#1335247Tianrong ChenZiyi Wang 0001Ioannis ExarchosEvangelos A. TheodorouLarge-Scale Multi-Agent Deep FBSDEs.ICML1740-17482021Conference and Workshop Papersopenconf/icml/ChenWET21http://proceedings.mlr.press/v139/chen21t.htmlhttps://dblp.org/rec/conf/icml/ChenWET21URL#1335248Xinyang ChenSinan WangJianmin Wang 0001Mingsheng LongRepresentation Subspace Distance for Domain Adaptation Regression.ICML1749-17592021Conference and Workshop Papersopenconf/icml/ChenWWL21http://proceedings.mlr.press/v139/chen21u.htmlhttps://dblp.org/rec/conf/icml/ChenWWL21URL#1335249Xiangyu ChenMin Ye 0005Cyclically Equivariant Neural Decoders for Cyclic Codes.ICML1771-17802021Conference and Workshop Papersopenconf/icml/ChenY21http://proceedings.mlr.press/v139/chen21w.htmlhttps://dblp.org/rec/conf/icml/ChenY21URL#1335250Jintai ChenHongyun YuChengde QianDanny Z. ChenJian Wu 0001A Receptor Skeleton for Capsule Neural Networks.ICML1781-17902021Conference and Workshop Papersopenconf/icml/ChenYQC021http://proceedings.mlr.press/v139/chen21x.htmlhttps://dblp.org/rec/conf/icml/ChenYQC021URL#1335251Yiming Chen 0003Kun YuanYingya ZhangPan PanYinghui XuWotao YinAccelerating Gossip SGD with Periodic Global Averaging.ICML1791-18022021Conference and Workshop Papersopenconf/icml/ChenYZPXY21http://proceedings.mlr.press/v139/chen21y.htmlhttps://dblp.org/rec/conf/icml/ChenYZPXY21URL#1335252Jianfei ChenLianmin ZhengZhewei YaoDequan WangIon StoicaMichael W. MahoneyJoseph Gonzalez 0001ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training.ICML1803-18132021Conference and Workshop Papersopenconf/icml/ChenZYWSM021http://proceedings.mlr.press/v139/chen21z.htmlhttps://dblp.org/rec/conf/icml/ChenZYWSM021URL#1335253Wuxinlin ChengChenhui DengZhiqiang ZhaoYaohui CaiZhiru ZhangZhuo FengSPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation.ICML1814-18242021Conference and Workshop Papersopenconf/icml/ChengDZCZF21http://proceedings.mlr.press/v139/cheng21a.htmlhttps://dblp.org/rec/conf/icml/ChengDZCZF21URL#1335254Yong ChengWei WangLu Jiang 0004Wolfgang MachereySelf-supervised and Supervised Joint Training for Resource-rich Machine Translation.ICML1825-18352021Conference and Workshop Papersopenconf/icml/ChengWJM21http://proceedings.mlr.press/v139/cheng21b.htmlhttps://dblp.org/rec/conf/icml/ChengWJM21URL#1335255Giovanni CherubinKonstantinos Chatzikokolakis 0001Martin JaggiExact Optimization of Conformal Predictors via Incremental and Decremental Learning.ICML1836-18452021Conference and Workshop Papersopenconf/icml/Cherubin0J21http://proceedings.mlr.press/v139/cherubin21a.htmlhttps://dblp.org/rec/conf/icml/Cherubin0J21URL#1335256James CheshirePierre MénardAlexandra CarpentierProblem Dependent View on Structured Thresholding Bandit Problems.ICML1846-18542021Conference and Workshop Papersopenconf/icml/CheshireMC21http://proceedings.mlr.press/v139/cheshire21a.htmlhttps://dblp.org/rec/conf/icml/CheshireMC21URL#1335257Yun Kuen CheungGeorgios PiliourasOnline Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincaré Recurrence.ICML1855-18652021Conference and Workshop Papersopenconf/icml/CheungP21http://proceedings.mlr.press/v139/cheung21a.htmlhttps://dblp.org/rec/conf/icml/CheungP21URL#1335258Jianfeng ChiYuan Tian 0001Geoffrey J. GordonHan Zhao 0002Understanding and Mitigating Accuracy Disparity in Regression.ICML1866-18762021Conference and Workshop Papersopenconf/icml/Chi0G021http://proceedings.mlr.press/v139/chi21a.htmlhttps://dblp.org/rec/conf/icml/Chi0G021URL#1335259Steve ChienPrateek Jain 0002Walid KricheneSteffen RendleShuang Song 0001Abhradeep ThakurtaLi Zhang 0001Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates.ICML1877-18872021Conference and Workshop Papersopenconf/icml/Chien0KR0T021http://proceedings.mlr.press/v139/chien21a.htmlhttps://dblp.org/rec/conf/icml/Chien0KR0T021URL#1335260Flavio ChierichettiRavi Kumar 0001Andrew TomkinsLight RUMs.ICML1888-18972021Conference and Workshop Papersopenconf/icml/Chierichetti0T21http://proceedings.mlr.press/v139/chierichetti21a.htmlhttps://dblp.org/rec/conf/icml/Chierichetti0T21URL#1335261Narsimha Reddy ChilkuriChris EliasmithParallelizing Legendre Memory Unit Training.ICML1898-19072021Conference and Workshop Papersopenconf/icml/ChilkuriE21http://proceedings.mlr.press/v139/chilkuri21a.htmlhttps://dblp.org/rec/conf/icml/ChilkuriE21URL#1335262Uthsav ChitraKimberly DingJasper C. H. LeeBenjamin J. RaphaelQuantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies.ICML1908-19192021Conference and Workshop Papersopenconf/icml/ChitraDLR21http://proceedings.mlr.press/v139/chitra21a.htmlhttps://dblp.org/rec/conf/icml/ChitraDLR21URL#1335263Jakub ChledowskiAdam Polak 0001Bartosz SzabuckiKonrad Tomasz ZolnaRobust Learning-Augmented Caching: An Experimental Study.ICML1920-19302021Conference and Workshop Papersopenconf/icml/Chledowski0SZ21http://proceedings.mlr.press/v139/chledowski21a.htmlhttps://dblp.org/rec/conf/icml/Chledowski0SZ21URL#1335264Jaemin Cho 0001Jie Lei 0003Hao Tan 0002Mohit BansalUnifying Vision-and-Language Tasks via Text Generation.ICML1931-19422021Conference and Workshop Papersopenconf/icml/ChoLTB21http://proceedings.mlr.press/v139/cho21a.htmlhttps://dblp.org/rec/conf/icml/ChoLTB21URL#1335265Youngwon ChoiSungdong LeeJoong-Ho WonLearning from Nested Data with Ornstein Auto-Encoders.ICML1943-19522021Conference and Workshop Papersopenconf/icml/ChoiLW21http://proceedings.mlr.press/v139/choi21a.htmlhttps://dblp.org/rec/conf/icml/ChoiLW21URL#1335266Jongwook ChoiArchit SharmaHonglak LeeSergey LevineShixiang Shane GuVariational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning.ICML1953-19632021Conference and Workshop Papersopenconf/icml/ChoiSLLG21http://proceedings.mlr.press/v139/choi21b.htmlhttps://dblp.org/rec/conf/icml/ChoiSLLG21URL#1335267Christopher A. Choquette-ChooFlorian TramèrNicholas CarliniNicolas PapernotLabel-Only Membership Inference Attacks.ICML1964-19742021Conference and Workshop Papersopenconf/icml/Choquette-ChooT21http://proceedings.mlr.press/v139/choquette-choo21a.htmlhttps://dblp.org/rec/conf/icml/Choquette-ChooT21URL#1335268Jishnu Ray ChowdhuryCornelia CarageaModeling Hierarchical Structures with Continuous Recursive Neural Networks.ICML1975-19882021Conference and Workshop Papersopenconf/icml/ChowdhuryC21http://proceedings.mlr.press/v139/chowdhury21a.htmlhttps://dblp.org/rec/conf/icml/ChowdhuryC21URL#1335269Filippos ChristianosGeorgios PapoudakisArrasy RahmanStefano V. AlbrechtScaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing.ICML1989-19982021Conference and Workshop Papersopenconf/icml/ChristianosPRA21http://proceedings.mlr.press/v139/christianos21a.htmlhttps://dblp.org/rec/conf/icml/ChristianosPRA21URL#1335270Wesley ChungValentin ThomasMarlos C. MachadoNicolas Le RouxBeyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization.ICML1999-20092021Conference and Workshop Papersopenconf/icml/ChungTMR21http://proceedings.mlr.press/v139/chung21a.htmlhttps://dblp.org/rec/conf/icml/ChungTMR21URL#1335271Karl CobbeJacob HiltonOleg KlimovJohn SchulmanPhasic Policy Gradient.ICML2020-20272021Conference and Workshop Papersopenconf/icml/CobbeHKS21http://proceedings.mlr.press/v139/cobbe21a.htmlhttps://dblp.org/rec/conf/icml/CobbeHKS21URL#1335272Vincent Cohen-AddadSilvio LattanziSlobodan MitrovicAshkan Norouzi-FardNikos ParotsidisJakub TarnawskiCorrelation Clustering in Constant Many Parallel Rounds.ICML2069-20782021Conference and Workshop Papersopenconf/icml/Cohen-AddadLMNP21http://proceedings.mlr.press/v139/cohen-addad21b.htmlhttps://dblp.org/rec/conf/icml/Cohen-AddadLMNP21URL#1335273Vincent Cohen-AddadRémi de Joannis de VerclosGuillaume LagardeImproving Ultrametrics Embeddings Through Coresets.ICML2060-20682021Conference and Workshop Papersopenconf/icml/Cohen-AddadVL21http://proceedings.mlr.press/v139/cohen-addad21a.htmlhttps://dblp.org/rec/conf/icml/Cohen-AddadVL21URL#1335274Samuel CohenBrandon AmosYaron LipmanRiemannian Convex Potential Maps.ICML2028-20382021Conference and Workshop Papersopenconf/icml/CohenAL21http://proceedings.mlr.press/v139/cohen21a.htmlhttps://dblp.org/rec/conf/icml/CohenAL21URL#1335275Alain-Sam CohenRama ContAlain RossierRenyuan XuScaling Properties of Deep Residual Networks.ICML2039-20482021Conference and Workshop Papersopenconf/icml/CohenCRX21http://proceedings.mlr.press/v139/cohen21b.htmlhttps://dblp.org/rec/conf/icml/CohenCRX21URL#1335276Edith CohenHaim KaplanYishay MansourUri StemmerEliad TsfadiaDifferentially-Private Clustering of Easy Instances.ICML2049-20592021Conference and Workshop Papersopenconf/icml/CohenKMST21http://proceedings.mlr.press/v139/cohen21c.htmlhttps://dblp.org/rec/conf/icml/CohenKMST21URL#1335277Fabien CollasEkhine IrurozkiConcentric mixtures of Mallows models for top-k rankings: sampling and identifiability.ICML2079-20882021Conference and Workshop Papersopenconf/icml/CollasI21http://proceedings.mlr.press/v139/collas21a.htmlhttps://dblp.org/rec/conf/icml/CollasI21URL#1335278Liam CollinsHamed HassaniAryan MokhtariSanjay ShakkottaiExploiting Shared Representations for Personalized Federated Learning.ICML2089-20992021Conference and Workshop Papersopenconf/icml/CollinsHMS21http://proceedings.mlr.press/v139/collins21a.htmlhttps://dblp.org/rec/conf/icml/CollinsHMS21URL#1335279Adrien CorenflosJames ThorntonGeorge DeligiannidisArnaud DoucetDifferentiable Particle Filtering via Entropy-Regularized Optimal Transport.ICML2100-21112021Conference and Workshop Papersopenconf/icml/CorenflosTDD21http://proceedings.mlr.press/v139/corenflos21a.htmlhttps://dblp.org/rec/conf/icml/CorenflosTDD21URL#1335280José R. CorreaAndrés CristiPaul DuettingAshkan Norouzi-FardFairness and Bias in Online Selection.ICML2112-21212021Conference and Workshop Papersopenconf/icml/CorreaCDN21http://proceedings.mlr.press/v139/correa21a.htmlhttps://dblp.org/rec/conf/icml/CorreaCDN21URL#1335281Corinna CortesMehryar MohriAnanda Theertha SureshRelative Deviation Margin Bounds.ICML2122-21312021Conference and Workshop Papersopenconf/icml/CortesMS21http://proceedings.mlr.press/v139/cortes21a.htmlhttps://dblp.org/rec/conf/icml/CortesMS21URL#1335282Corinna CortesMehryar MohriAnanda Theertha SureshNingshan ZhangA Discriminative Technique for Multiple-Source Adaptation.ICML2132-21432021Conference and Workshop Papersopenconf/icml/CortesMSZ21http://proceedings.mlr.press/v139/cortes21b.htmlhttps://dblp.org/rec/conf/icml/CortesMSZ21URL#1335283Amanda CostonAshesh RambachanAlexandra ChouldechovaCharacterizing Fairness Over the Set of Good Models Under Selective Labels.ICML2144-21552021Conference and Workshop Papersopenconf/icml/CostonRC21http://proceedings.mlr.press/v139/coston21a.htmlhttps://dblp.org/rec/conf/icml/CostonRC21URL#1335284Romain CouilletFlorent ChatelainNicolas Le BihanTwo-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering.ICML2156-21652021Conference and Workshop Papersopenconf/icml/CouilletCB21http://proceedings.mlr.press/v139/couillet21a.htmlhttps://dblp.org/rec/conf/icml/CouilletCB21URL#1335285Jonathan CrabbéMihaela van der SchaarExplaining Time Series Predictions with Dynamic Masks.ICML2166-21772021Conference and Workshop Papersopenconf/icml/CrabbeS21http://proceedings.mlr.press/v139/crabbe21a.htmlhttps://dblp.org/rec/conf/icml/CrabbeS21URL#1335286Zac CrankoZhan ShiXinhua ZhangRichard NockSimon KornblithGeneralised Lipschitz Regularisation Equals Distributional Robustness.ICML2178-21882021Conference and Workshop Papersopenconf/icml/CrankoSZNK21http://proceedings.mlr.press/v139/cranko21a.htmlhttps://dblp.org/rec/conf/icml/CrankoSZNK21URL#1335287Elliot CreagerJörn-Henrik JacobsenRichard S. ZemelEnvironment Inference for Invariant Learning.ICML2189-22002021Conference and Workshop Papersopenconf/icml/CreagerJZ21http://proceedings.mlr.press/v139/creager21a.htmlhttps://dblp.org/rec/conf/icml/CreagerJZ21URL#1335288Francesco CroceMatthias Hein 0001Mind the Box: l1-APGD for Sparse Adversarial Attacks on Image Classifiers.ICML2201-22112021Conference and Workshop Papersopenconf/icml/Croce021http://proceedings.mlr.press/v139/croce21a.htmlhttps://dblp.org/rec/conf/icml/Croce021URL#1335289Shuang CuiKai Han 0003Tianshuai ZhuJing Tang 0004Benwei WuHe Huang 0001Randomized Algorithms for Submodular Function Maximization with a k-System Constraint.ICML2222-22322021Conference and Workshop Papersopenconf/icml/Cui0Z0W021http://proceedings.mlr.press/v139/cui21b.htmlhttps://dblp.org/rec/conf/icml/Cui0Z0W021URL#1335290Wentao CuiYuhong GuoParameterless Transductive Feature Re-representation for Few-Shot Learning.ICML2212-22212021Conference and Workshop Papersopenconf/icml/CuiG21http://proceedings.mlr.press/v139/cui21a.htmlhttps://dblp.org/rec/conf/icml/CuiG21URL#1335291Jingyi CuiHanyuan HangYisen Wang 0001Zhouchen LinGBHT: Gradient Boosting Histogram Transform for Density Estimation.ICML2233-22432021Conference and Workshop Papersopenconf/icml/CuiH0L21http://proceedings.mlr.press/v139/cui21c.htmlhttps://dblp.org/rec/conf/icml/CuiH0L21URL#1335292Chris CumminsZacharias V. FischesTal Ben-NunTorsten HoeflerMichael F. P. O'BoyleHugh LeatherProGraML: A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations.ICML2244-22532021Conference and Workshop Papersopenconf/icml/CumminsFBHOL21http://proceedings.mlr.press/v139/cummins21a.htmlhttps://dblp.org/rec/conf/icml/CumminsFBHOL21URL#1335293Sebastian CuriIlija BogunovicAndreas Krause 0001Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning.ICML2254-22642021Conference and Workshop Papersopenconf/icml/CuriB021http://proceedings.mlr.press/v139/curi21a.htmlhttps://dblp.org/rec/conf/icml/CuriB021URL#1335294Mihaela CurmeiSarah DeanBenjamin RechtQuantifying Availability and Discovery in Recommender Systems via Stochastic Reachability.ICML2265-22752021Conference and Workshop Papersopenconf/icml/CurmeiDR21http://proceedings.mlr.press/v139/curmei21a.htmlhttps://dblp.org/rec/conf/icml/CurmeiDR21URL#1335295Ashok CutkoskyChristoph DannAbhimanyu DasClaudio GentileAldo PacchianoManish PurohitDynamic Balancing for Model Selection in Bandits and RL.ICML2276-22852021Conference and Workshop Papersopenconf/icml/CutkoskyDDGPP21http://proceedings.mlr.press/v139/cutkosky21a.htmlhttps://dblp.org/rec/conf/icml/CutkoskyDDGPP21URL#1335296Robert DadashiShideh RezaeifarNino VieillardLéonard HussenotOlivier PietquinMatthieu GeistOffline Reinforcement Learning with Pseudometric Learning.ICML2307-23182021Conference and Workshop Papersopenconf/icml/DadashiRVHPG21http://proceedings.mlr.press/v139/dadashi21a.htmlhttps://dblp.org/rec/conf/icml/DadashiRVHPG21URL#1335297Shabnam DaghaghiTharun MediniNicholas MeisburgerBeidi ChenMengnan ZhaoAnshumali ShrivastavaA Tale of Two Efficient and Informative Negative Sampling Distributions.ICML2319-23292021Conference and Workshop Papersopenconf/icml/DaghaghiMMCZS21http://proceedings.mlr.press/v139/daghaghi21a.htmlhttps://dblp.org/rec/conf/icml/DaghaghiMMCZS21URL#1335298Kunal DahiyaAnanye AgarwalDeepak SainiGururaj KJian Jiao 0007Amit SinghSumeet AgarwalPurushottam KarManik VarmaSiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels.ICML2330-23402021Conference and Workshop Papersopenconf/icml/DahiyaASK0SAKV21http://proceedings.mlr.press/v139/dahiya21a.htmlhttps://dblp.org/rec/conf/icml/DahiyaASK0SAKV21URL#1335299Yogesh DahiyaFedor V. FominFahad PanolanKirill SimonovFixed-Parameter and Approximation Algorithms for PCA with Outliers.ICML2341-23512021Conference and Workshop Papersopenconf/icml/DahiyaFPS21http://proceedings.mlr.press/v139/dahiya21b.htmlhttps://dblp.org/rec/conf/icml/DahiyaFPS21URL#1335300Biwei DaiUros SeljakSliced Iterative Normalizing Flows.ICML2352-23642021Conference and Workshop Papersopenconf/icml/DaiS21http://proceedings.mlr.press/v139/dai21a.htmlhttps://dblp.org/rec/conf/icml/DaiS21URL#1335301Tuan DamCarlo D'EramoJan Peters 0001Joni PajarinenConvex Regularization in Monte-Carlo Tree Search.ICML2365-23752021Conference and Workshop Papersopenconf/icml/DamD0P21http://proceedings.mlr.press/v139/dam21a.htmlhttps://dblp.org/rec/conf/icml/DamD0P21URL#1335302Christopher R. DanceJulien PerezThéo CachetDemonstration-Conditioned Reinforcement Learning for Few-Shot Imitation.ICML2376-23872021Conference and Workshop Papersopenconf/icml/DancePC21http://proceedings.mlr.press/v139/dance21a.htmlhttps://dblp.org/rec/conf/icml/DancePC21URL#1335303Mohamad H. DaneshAnurag KoulAlan FernSaeed KhorramRe-understanding Finite-State Representations of Recurrent Policy Networks.ICML2388-23972021Conference and Workshop Papersopenconf/icml/DaneshKFK21http://proceedings.mlr.press/v139/danesh21a.htmlhttps://dblp.org/rec/conf/icml/DaneshKFK21URL#1335304Amir DaneshmandGesualdo ScutariPavel E. DvurechenskyAlexander V. GasnikovNewton Method over Networks is Fast up to the Statistical Precision.ICML2398-24092021Conference and Workshop Papersopenconf/icml/DaneshmandSDG21http://proceedings.mlr.press/v139/daneshmand21a.htmlhttps://dblp.org/rec/conf/icml/DaneshmandSDG21URL#1335305Dominic DanksChristopher YauBasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders.ICML2410-24202021Conference and Workshop Papersopenconf/icml/DanksY21http://proceedings.mlr.press/v139/danks21a.htmlhttps://dblp.org/rec/conf/icml/DanksY21URL#1335306Giannis DarasJoseph DeanAjil JalalAlex DimakisIntermediate Layer Optimization for Inverse Problems using Deep Generative Models.ICML2421-24322021Conference and Workshop Papersopenconf/icml/DarasDJD21http://proceedings.mlr.press/v139/daras21a.htmlhttps://dblp.org/rec/conf/icml/DarasDJD21URL#1335307Mohammad Zalbagi DarestaniAkshay S. ChaudhariReinhard HeckelMeasuring Robustness in Deep Learning Based Compressive Sensing.ICML2433-24442021Conference and Workshop Papersopenconf/icml/DarestaniCH21http://proceedings.mlr.press/v139/darestani21a.htmlhttps://dblp.org/rec/conf/icml/DarestaniCH21URL#1335308Lokesh Chandra DasMyounggyu WonSAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning.ICML2445-24552021Conference and Workshop Papersopenconf/icml/DasW21http://proceedings.mlr.press/v139/das21a.htmlhttps://dblp.org/rec/conf/icml/DasW21URL#1335309George DasoulasKevin ScamanAladin VirmauxLipschitz normalization for self-attention layers with application to graph neural networks.ICML2456-24662021Conference and Workshop Papersopenconf/icml/DasoulasSV21http://proceedings.mlr.press/v139/dasoulas21a.htmlhttps://dblp.org/rec/conf/icml/DasoulasSV21URL#1335310Jyotikrishna DassRabi N. MahapatraHouseholder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers.ICML2467-24772021Conference and Workshop Papersopenconf/icml/DassM21http://proceedings.mlr.press/v139/dass21a.htmlhttps://dblp.org/rec/conf/icml/DassM21URL#1335311Deepesh DataSuhas N. DiggaviByzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data.ICML2478-24882021Conference and Workshop Papersopenconf/icml/DataD21http://proceedings.mlr.press/v139/data21a.htmlhttps://dblp.org/rec/conf/icml/DataD21URL#1335312Jared Quincy DavisAlbert GuKrzysztof ChoromanskiTri DaoChristopher RéChelsea FinnPercy LiangCatformer: Designing Stable Transformers via Sensitivity Analysis.ICML2489-24992021Conference and Workshop Papersopenconf/icml/DavisGCDRFL21http://proceedings.mlr.press/v139/davis21a.htmlhttps://dblp.org/rec/conf/icml/DavisGCDRFL21URL#1335313Quinlan DawkinsTianxi LiHaifeng XuDiffusion Source Identification on Networks with Statistical Confidence.ICML2500-25092021Conference and Workshop Papersopenconf/icml/DawkinsLX21http://proceedings.mlr.press/v139/dawkins21a.htmlhttps://dblp.org/rec/conf/icml/DawkinsLX21URL#1335314Erik A. DaxbergerEric T. NalisnickJames Urquhart AllinghamJavier AntoránJosé Miguel Hernández-LobatoBayesian Deep Learning via Subnetwork Inference.ICML2510-25212021Conference and Workshop Papersopenconf/icml/DaxbergerNAAH21http://proceedings.mlr.press/v139/daxberger21a.htmlhttps://dblp.org/rec/conf/icml/DaxbergerNAAH21URL#1335315Lucas DeeckeLukas RuffRobert A. VandermeulenHakan BilenTransfer-Based Semantic Anomaly Detection.ICML2546-25582021Conference and Workshop Papersopenconf/icml/DeeckeRVB21http://proceedings.mlr.press/v139/deecke21a.htmlhttps://dblp.org/rec/conf/icml/DeeckeRVB21URL#1335316Javier DehesaAndrew VidlerJulian A. PadgetChristof LutterothGrid-Functioned Neural Networks.ICML2559-25672021Conference and Workshop Papersopenconf/icml/DehesaVPL21http://proceedings.mlr.press/v139/dehesa21a.htmlhttps://dblp.org/rec/conf/icml/DehesaVPL21URL#1335317Erik D. DemaineAdam HesterbergFrederic KoehlerJayson LynchJohn C. UrschelMultidimensional Scaling: Approximation and Complexity.ICML2568-25782021Conference and Workshop Papersopenconf/icml/DemaineHKLU21http://proceedings.mlr.press/v139/demaine21a.htmlhttps://dblp.org/rec/conf/icml/DemaineHKLU21URL#1335318Weijian DengStephen GouldLiang Zheng 0001What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments?ICML2579-25892021Conference and Workshop Papersopenconf/icml/DengG021http://proceedings.mlr.press/v139/deng21a.htmlhttps://dblp.org/rec/conf/icml/DengG021URL#1335319Zhun DengHangfeng He 0001Weijie J. SuToward Better Generalization Bounds with Locally Elastic Stability.ICML2590-26002021Conference and Workshop Papersopenconf/icml/DengHS21http://proceedings.mlr.press/v139/deng21b.htmlhttps://dblp.org/rec/conf/icml/DengHS21URL#1335320Yuan DengSébastien LahaieVahab S. MirrokniSong ZuoRevenue-Incentive Tradeoffs in Dynamic Reserve Pricing.ICML2601-26102021Conference and Workshop Papersopenconf/icml/DengLMZ21http://proceedings.mlr.press/v139/deng21c.htmlhttps://dblp.org/rec/conf/icml/DengLMZ21URL#1335321Don Kurian DennisTian Li 0005Virginia SmithHeterogeneity for the Win: One-Shot Federated Clustering.ICML2611-26202021Conference and Workshop Papersopenconf/icml/Dennis0S21http://proceedings.mlr.press/v139/dennis21a.htmlhttps://dblp.org/rec/conf/icml/Dennis0S21URL#1335322Mohammad Mahdi DerakhshaniXiantong ZhenLing Shao 0001Cees SnoekKernel Continual Learning.ICML2621-26312021Conference and Workshop Papersopenconf/icml/DerakhshaniZ0S21http://proceedings.mlr.press/v139/derakhshani21a.htmlhttps://dblp.org/rec/conf/icml/DerakhshaniZ0S21URL#1335323Aryan DeshwalSyrine BelakariaJanardhan Rao DoppaBayesian Optimization over Hybrid Spaces.ICML2632-26432021Conference and Workshop Papersopenconf/icml/DeshwalBD21http://proceedings.mlr.press/v139/deshwal21a.htmlhttps://dblp.org/rec/conf/icml/DeshwalBD21URL#1335324Sam DevlinRaluca GeorgescuIda MomennejadJaroslaw RzepeckiEvelyn ZunigaGavin CostelloGuy LeroyAli ShawKatja HofmannNavigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation.ICML2644-26532021Conference and Workshop Papersopenconf/icml/DevlinGMRZCLSH21http://proceedings.mlr.press/v139/devlin21a.htmlhttps://dblp.org/rec/conf/icml/DevlinGMRZCLSH21URL#1335325Laurens DevosWannes MeertJesse DavisVersatile Verification of Tree Ensembles.ICML2654-26642021Conference and Workshop Papersopenconf/icml/DevosMD21http://proceedings.mlr.press/v139/devos21a.htmlhttps://dblp.org/rec/conf/icml/DevosMD21URL#1335326Oussama DhifallahYue M. LuOn the Inherent Regularization Effects of Noise Injection During Training.ICML2665-26752021Conference and Workshop Papersopenconf/icml/DhifallahL21http://proceedings.mlr.press/v139/dhifallah21a.htmlhttps://dblp.org/rec/conf/icml/DhifallahL21URL#1335327Laxman DhulipalaDavid EisenstatJakub LackiVahab S. MirrokniJessica ShiHierarchical Agglomerative Graph Clustering in Nearly-Linear Time.ICML2676-26862021Conference and Workshop Papersopenconf/icml/DhulipalaELMS21http://proceedings.mlr.press/v139/dhulipala21a.htmlhttps://dblp.org/rec/conf/icml/DhulipalaELMS21URL#1335328Ilias DiakonikolasVasilis KontonisChristos TzamosAli VakilianNikos ZarifisLearning Online Algorithms with Distributional Advice.ICML2687-26962021Conference and Workshop Papersopenconf/icml/DiakonikolasKTV21http://proceedings.mlr.press/v139/diakonikolas21a.htmlhttps://dblp.org/rec/conf/icml/DiakonikolasKTV21URL#1335329Theo DiamandisYonina C. EldarAlireza Fallah 0001Farzan FarniaAsuman E. OzdaglarA Wasserstein Minimax Framework for Mixed Linear Regression.ICML2697-27062021Conference and Workshop Papersopenconf/icml/DiamandisE0FO21http://proceedings.mlr.press/v139/diamandis21a.htmlhttps://dblp.org/rec/conf/icml/DiamandisE0FO21URL#1335330Charles DickensConnor PryorEriq AugustineAlexander MillerLise GetoorContext-Aware Online Collective Inference for Templated Graphical Models.ICML2707-27162021Conference and Workshop Papersopenconf/icml/DickensPAMG21http://proceedings.mlr.press/v139/dickens21a.htmlhttps://dblp.org/rec/conf/icml/DickensPAMG21URL#1335331Aleksandar DimitrievMingyuan ZhouARMS: Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables.ICML2717-27272021Conference and Workshop Papersopenconf/icml/DimitrievZ21http://proceedings.mlr.press/v139/dimitriev21a.htmlhttps://dblp.org/rec/conf/icml/DimitrievZ21URL#1335332Fan DingJianzhu MaJinbo XuYexiang XueXOR-CD: Linearly Convergent Constrained Structure Generation.ICML2728-27382021Conference and Workshop Papersopenconf/icml/DingMXX21http://proceedings.mlr.press/v139/ding21a.htmlhttps://dblp.org/rec/conf/icml/DingMXX21URL#1335333Tianyu DingZhihui ZhuRené VidalDaniel P. RobinsonDual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach.ICML2739-27482021Conference and Workshop Papersopenconf/icml/DingZVR21http://proceedings.mlr.press/v139/ding21b.htmlhttps://dblp.org/rec/conf/icml/DingZVR21URL#1335334Tuan DinhKangwook Lee 0001Coded-InvNet for Resilient Prediction Serving Systems.ICML2749-27592021Conference and Workshop Papersopenconf/icml/Dinh021http://proceedings.mlr.press/v139/dinh21a.htmlhttps://dblp.org/rec/conf/icml/Dinh021URL#1335335Vincent DivolThéo LacombeEstimation and Quantization of Expected Persistence Diagrams.ICML2760-27702021Conference and Workshop Papersopenconf/icml/DivolL21http://proceedings.mlr.press/v139/divol21a.htmlhttps://dblp.org/rec/conf/icml/DivolL21URL#1335336Carles Domingo-EnrichAlberto BiettiEric Vanden-EijndenJoan BrunaOn Energy-Based Models with Overparametrized Shallow Neural Networks.ICML2771-27822021Conference and Workshop Papersopenconf/icml/Domingo-EnrichB21http://proceedings.mlr.press/v139/domingo-enrich21a.htmlhttps://dblp.org/rec/conf/icml/Domingo-EnrichB21URL#1335337Omar Darwiche DominguesPierre MénardMatteo PirottaEmilie KaufmannMichal ValkoKernel-Based Reinforcement Learning: A Finite-Time Analysis.ICML2783-27922021Conference and Workshop Papersopenconf/icml/DominguesMPKV21http://proceedings.mlr.press/v139/domingues21a.htmlhttps://dblp.org/rec/conf/icml/DominguesMPKV21URL#1335338Yihe DongJean-Baptiste CordonnierAndreas LoukasAttention is not all you need: pure attention loses rank doubly exponentially with depth.ICML2793-28032021Conference and Workshop Papersopenconf/icml/DongCL21http://proceedings.mlr.press/v139/dong21a.htmlhttps://dblp.org/rec/conf/icml/DongCL21URL#1335339Konstantin DonhauserMingqi WuFanny YangHow rotational invariance of common kernels prevents generalization in high dimensions.ICML2804-28142021Conference and Workshop Papersopenconf/icml/DonhauserWY21http://proceedings.mlr.press/v139/donhauser21a.htmlhttps://dblp.org/rec/conf/icml/DonhauserWY21URL#1335340Radu-Alexandru DragomirMathieu EvenHadrien HendrikxFast Stochastic Bregman Gradient Methods: Sharp Analysis and Variance Reduction.ICML2815-28252021Conference and Workshop Papersopenconf/icml/DragomirEH21http://proceedings.mlr.press/v139/dragomir21a.htmlhttps://dblp.org/rec/conf/icml/DragomirEH21URL#1335341Simon S. DuSham M. KakadeJason D. LeeShachar LovettGaurav MahajanWen Sun 0002Ruosong WangBilinear Classes: A Structural Framework for Provable Generalization in RL.ICML2826-28362021Conference and Workshop Papersopenconf/icml/DuKLLMSW21http://proceedings.mlr.press/v139/du21a.htmlhttps://dblp.org/rec/conf/icml/DuKLLMSW21URL#1335342Yilun DuShuang LiJoshua B. TenenbaumIgor MordatchImproved Contrastive Divergence Training of Energy-Based Models.ICML2837-28482021Conference and Workshop Papersopenconf/icml/DuLTM21http://proceedings.mlr.press/v139/du21b.htmlhttps://dblp.org/rec/conf/icml/DuLTM21URL#1335343Cunxiao DuZhaopeng TuJing JiangOrder-Agnostic Cross Entropy for Non-Autoregressive Machine Translation.ICML2849-28592021Conference and Workshop Papersopenconf/icml/DuTJ21http://proceedings.mlr.press/v139/du21c.htmlhttps://dblp.org/rec/conf/icml/DuTJ21URL#1335344Elbert DuFranklyn WangMichael MitzenmacherPutting the "Learning" into Learning-Augmented Algorithms for Frequency Estimation.ICML2860-28692021Conference and Workshop Papersopenconf/icml/DuWM21http://proceedings.mlr.press/v139/du21d.htmlhttps://dblp.org/rec/conf/icml/DuWM21URL#1335345Yali Du 0001Xue YanXu Chen 0017Jun Wang 0012Haifeng Zhang 0002Estimating α-Rank from A Few Entries with Low Rank Matrix Completion.ICML2870-28792021Conference and Workshop Papersopenconf/icml/DuYCWZ21http://proceedings.mlr.press/v139/du21e.htmlhttps://dblp.org/rec/conf/icml/DuYCWZ21URL#1335346Xuefeng DuJingfeng ZhangBo Han 0003Tongliang LiuYu RongGang Niu 0001Junzhou HuangMasashi SugiyamaLearning Diverse-Structured Networks for Adversarial Robustness.ICML2880-28912021Conference and Workshop Papersopenconf/icml/DuZ0LR0HS21http://proceedings.mlr.press/v139/du21f.htmlhttps://dblp.org/rec/conf/icml/DuZ0LR0HS21URL#1335347Yaqi DuanChi JinZhiyuan LiRisk Bounds and Rademacher Complexity in Batch Reinforcement Learning.ICML2892-29022021Conference and Workshop Papersopenconf/icml/DuanJL21http://proceedings.mlr.press/v139/duan21a.htmlhttps://dblp.org/rec/conf/icml/DuanJL21URL#1335348Zhibin DuanDongsheng Wang 0003Bo Chen 0001Chaojie Wang 0001Wenchao ChenYewen LiJie RenMingyuan ZhouSawtooth Factorial Topic Embeddings Guided Gamma Belief Network.ICML2903-29132021Conference and Workshop Papersopenconf/icml/DuanW0WCLRZ21http://proceedings.mlr.press/v139/duan21b.htmlhttps://dblp.org/rec/conf/icml/DuanW0WCLRZ21URL#1335349Arkopal DuttAndrey Y. LokhovMarc VuffraySidhant MisraExponential Reduction in Sample Complexity with Learning of Ising Model Dynamics.ICML2914-29252021Conference and Workshop Papersopenconf/icml/DuttLVM21http://proceedings.mlr.press/v139/dutt21a.htmlhttps://dblp.org/rec/conf/icml/DuttLVM21URL#1335350Adrien EcoffetJoel LehmanReinforcement Learning Under Moral Uncertainty.ICML2926-29362021Conference and Workshop Papersopenconf/icml/EcoffetL21http://proceedings.mlr.press/v139/ecoffet21a.htmlhttps://dblp.org/rec/conf/icml/EcoffetL21URL#1335351Yonathan EfroniNadav MerlisAadirupa SahaShie MannorConfidence-Budget Matching for Sequential Budgeted Learning.ICML2937-29472021Conference and Workshop Papersopenconf/icml/EfroniMSM21http://proceedings.mlr.press/v139/efroni21a.htmlhttps://dblp.org/rec/conf/icml/EfroniMSM21URL#1335352Theresa EimerAndré BiedenkappFrank HutterMarius LindauerSelf-Paced Context Evaluation for Contextual Reinforcement Learning.ICML2948-29582021Conference and Workshop Papersopenconf/icml/EimerBHL21http://proceedings.mlr.press/v139/eimer21a.htmlhttps://dblp.org/rec/conf/icml/EimerBHL21URL#1335353Bryn ElesedySheheryar ZaidiProvably Strict Generalisation Benefit for Equivariant Models.ICML2959-29692021Conference and Workshop Papersopenconf/icml/ElesedyZ21http://proceedings.mlr.press/v139/elesedy21a.htmlhttps://dblp.org/rec/conf/icml/ElesedyZ21URL#1335354Patrick EmamiPan HeSanjay RankaAnand Rangarajan 0001Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations.ICML2970-29812021Conference and Workshop Papersopenconf/icml/EmamiHRR21http://proceedings.mlr.press/v139/emami21a.htmlhttps://dblp.org/rec/conf/icml/EmamiHRR21URL#1335355Melikasadat EmamiMojtaba Sahraee-ArdakanParthe PanditSundeep RanganAlyson K. FletcherImplicit Bias of Linear RNNs.ICML2982-29922021Conference and Workshop Papersopenconf/icml/EmamiSPRF21http://proceedings.mlr.press/v139/emami21b.htmlhttps://dblp.org/rec/conf/icml/EmamiSPRF21URL#1335356Tolga ErgenMert PilanciGlobal Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs.ICML2993-30032021Conference and Workshop Papersopenconf/icml/ErgenP21http://proceedings.mlr.press/v139/ergen21a.htmlhttps://dblp.org/rec/conf/icml/ErgenP21URL#1335357Tolga ErgenMert PilanciRevealing the Structure of Deep Neural Networks via Convex Duality.ICML3004-30142021Conference and Workshop Papersopenconf/icml/ErgenP21ahttp://proceedings.mlr.press/v139/ergen21b.htmlhttps://dblp.org/rec/conf/icml/ErgenP21aURL#1335358Aleksandr ErmolovAliaksandr SiarohinEnver SanginetoNicu SebeWhitening for Self-Supervised Representation Learning.ICML3015-30242021Conference and Workshop Papersopenconf/icml/ErmolovSSS21http://proceedings.mlr.press/v139/ermolov21a.htmlhttps://dblp.org/rec/conf/icml/ErmolovSSS21URL#1335359Federico ErricaDavide BacciuAlessio MicheliGraph Mixture Density Networks.ICML3025-30352021Conference and Workshop Papersopenconf/icml/ErricaBM21http://proceedings.mlr.press/v139/errica21a.htmlhttps://dblp.org/rec/conf/icml/ErricaBM21URL#1335360Yasaman EsfandiariSin Yong TanZhanhong JiangAditya BaluEthan HerronChinmay HegdeSoumik SarkarCross-Gradient Aggregation for Decentralized Learning from Non-IID Data.ICML3036-30462021Conference and Workshop Papersopenconf/icml/EsfandiariTJBHH21http://proceedings.mlr.press/v139/esfandiari21a.htmlhttps://dblp.org/rec/conf/icml/EsfandiariTJBHH21URL#1335361Panagiotis EustratiadisHenry GoukDa Li 0001Timothy M. HospedalesWeight-covariance alignment for adversarially robust neural networks.ICML3047-30562021Conference and Workshop Papersopenconf/icml/EustratiadisGLH21http://proceedings.mlr.press/v139/eustratiadis21a.htmlhttps://dblp.org/rec/conf/icml/EustratiadisGLH21URL#1335362Zalan FabianReinhard HeckelMahdi SoltanolkotabiData augmentation for deep learning based accelerated MRI reconstruction with limited data.ICML3057-30672021Conference and Workshop Papersopenconf/icml/FabianHS21http://proceedings.mlr.press/v139/fabian21a.htmlhttps://dblp.org/rec/conf/icml/FabianHS21URL#1335363Xuhui Fan 0001Bin Li 0015Yaqiong LiScott A. SissonPoisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks.ICML3068-30772021Conference and Workshop Papersopenconf/icml/FanLLS21http://proceedings.mlr.press/v139/fan21a.htmlhttps://dblp.org/rec/conf/icml/FanLLS21URL#1335364Ying FanYifei MingModel-based Reinforcement Learning for Continuous Control with Posterior Sampling.ICML3078-30872021Conference and Workshop Papersopenconf/icml/FanM21http://proceedings.mlr.press/v139/fan21b.htmlhttps://dblp.org/rec/conf/icml/FanM21URL#1335365Linxi FanGuanzhi WangDe-An HuangZhiding YuLi Fei-Fei 0001Yuke ZhuAnimashree AnandkumarSECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies.ICML3088-30992021Conference and Workshop Papersopenconf/icml/FanWHY0ZA21http://proceedings.mlr.press/v139/fan21c.htmlhttps://dblp.org/rec/conf/icml/FanWHY0ZA21URL#1335366Guanhua FangPing Li 0001On Estimation in Latent Variable Models.ICML3100-31102021Conference and Workshop Papersopenconf/icml/FangL21http://proceedings.mlr.press/v139/fang21a.htmlhttps://dblp.org/rec/conf/icml/FangL21URL#1335367Guanhua FangPing Li 0001On Variational Inference in Biclustering Models.ICML3111-31212021Conference and Workshop Papersopenconf/icml/FangL21ahttp://proceedings.mlr.press/v139/fang21b.htmlhttps://dblp.org/rec/conf/icml/FangL21aURL#1335368Zhen Fang 0001Jie Lu 0001Anjin LiuFeng Liu 0003Guangquan Zhang 0001Learning Bounds for Open-Set Learning.ICML3122-31322021Conference and Workshop Papersopenconf/icml/FangLLL021http://proceedings.mlr.press/v139/fang21c.htmlhttps://dblp.org/rec/conf/icml/FangLLL021URL#1335369Shikai FangZheng Wang 0042Zhimeng PanJi LiuShandian ZheStreaming Bayesian Deep Tensor Factorization.ICML3133-31422021Conference and Workshop Papersopenconf/icml/FangWPLZ21http://proceedings.mlr.press/v139/fang21d.htmlhttps://dblp.org/rec/conf/icml/FangWPLZ21URL#1335370Amir Massoud FarahmandMohammad GhavamzadehPID Accelerated Value Iteration Algorithm.ICML3143-31532021Conference and Workshop Papersopenconf/icml/FarahmandG21http://proceedings.mlr.press/v139/farahmand21a.htmlhttps://dblp.org/rec/conf/icml/FarahmandG21URL#1335371Vivek F. FariasAndrew A. LiTianyi PengNear-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise.ICML3154-31632021Conference and Workshop Papersopenconf/icml/FariasLP21http://proceedings.mlr.press/v139/farias21a.htmlhttps://dblp.org/rec/conf/icml/FariasLP21URL#1335372Gabriele FarinaAndrea CelliNicola Gatti 0001Tuomas SandholmConnecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results.ICML3164-31732021Conference and Workshop Papersopenconf/icml/FarinaC0S21http://proceedings.mlr.press/v139/farina21a.htmlhttps://dblp.org/rec/conf/icml/FarinaC0S21URL#1335373Farzan FarniaAsuman E. OzdaglarTrain simultaneously, generalize better: Stability of gradient-based minimax learners.ICML3174-31852021Conference and Workshop Papersopenconf/icml/FarniaO21http://proceedings.mlr.press/v139/farnia21a.htmlhttps://dblp.org/rec/conf/icml/FarniaO21URL#1335374Kilian FatrasThibault SéjournéRémi FlamaryNicolas CourtyUnbalanced minibatch Optimal Transport; applications to Domain Adaptation.ICML3186-31972021Conference and Workshop Papersopenconf/icml/FatrasSFC21http://proceedings.mlr.press/v139/fatras21a.htmlhttps://dblp.org/rec/conf/icml/FatrasSFC21URL#1335375Yingjie FeiZhuoran YangZhaoran Wang 0001Risk-Sensitive Reinforcement Learning with Function Approximation: A Debiasing Approach.ICML3198-32072021Conference and Workshop Papersopenconf/icml/FeiYW21http://proceedings.mlr.press/v139/fei21a.htmlhttps://dblp.org/rec/conf/icml/FeiYW21URL#1335376Vitaly FeldmanKunal TalwarLossless Compression of Efficient Private Local Randomizers.ICML3208-32192021Conference and Workshop Papersopenconf/icml/FeldmanT21http://proceedings.mlr.press/v139/feldman21a.htmlhttps://dblp.org/rec/conf/icml/FeldmanT21URL#1335377Zhili FengPraneeth KachamDavid P. WoodruffDimensionality Reduction for the Sum-of-Distances Metric.ICML3220-32292021Conference and Workshop Papersopenconf/icml/FengKW21http://proceedings.mlr.press/v139/feng21a.htmlhttps://dblp.org/rec/conf/icml/FengKW21URL#1335378Ruili FengZhouchen LinJiapeng ZhuDeli ZhaoJingren ZhouZheng-Jun ZhaUncertainty Principles of Encoding GANs.ICML3240-32512021Conference and Workshop Papersopenconf/icml/FengLZZZZ21http://proceedings.mlr.press/v139/feng21c.htmlhttps://dblp.org/rec/conf/icml/FengLZZZZ21URL#1335379Lei Feng 0006Senlin ShuNan LuBo Han 0003Miao XuGang Niu 0001Bo An 0001Masashi SugiyamaPointwise Binary Classification with Pairwise Confidence Comparisons.ICML3252-32622021Conference and Workshop Papersopenconf/icml/FengSL0X00S21http://proceedings.mlr.press/v139/feng21d.htmlhttps://dblp.org/rec/conf/icml/FengSL0X00S21URL#1335380Fei FengWotao YinAlekh AgarwalLin Yang 0011Provably Correct Optimization and Exploration with Non-linear Policies.ICML3263-32732021Conference and Workshop Papersopenconf/icml/FengYA021http://proceedings.mlr.press/v139/feng21e.htmlhttps://dblp.org/rec/conf/icml/FengYA021URL#1335381Haozhe FengZhaoyang YouMinghao ChenTianye ZhangMinfeng ZhuFei Wu 0001Chao Wu 0001Wei Chen 0001KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation.ICML3274-32832021Conference and Workshop Papersopenconf/icml/FengYCZZWWC21http://proceedings.mlr.press/v139/feng21f.htmlhttps://dblp.org/rec/conf/icml/FengYCZZWWC21URL#1335382Ruili FengDeli ZhaoZheng-Jun ZhaUnderstanding Noise Injection in GANs.ICML3284-32932021Conference and Workshop Papersopenconf/icml/FengZZ21http://proceedings.mlr.press/v139/feng21g.htmlhttps://dblp.org/rec/conf/icml/FengZZ21URL#1335383Matthias FeyJan Eric LenssenFrank WeichertJure LeskovecGNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings.ICML3294-33042021Conference and Workshop Papersopenconf/icml/FeyLWL21http://proceedings.mlr.press/v139/fey21a.htmlhttps://dblp.org/rec/conf/icml/FeyLWL21URL#1335384Angelos FilosClare LyleYarin GalSergey LevineNatasha JaquesGregory FarquharPsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning.ICML3305-33172021Conference and Workshop Papersopenconf/icml/FilosLGLJF21http://proceedings.mlr.press/v139/filos21a.htmlhttps://dblp.org/rec/conf/icml/FilosLGLJF21URL#1335385Marc FinziMax WellingAndrew Gordon WilsonA Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups.ICML3318-33282021Conference and Workshop Papersopenconf/icml/FinziWW21http://proceedings.mlr.press/v139/finzi21a.htmlhttps://dblp.org/rec/conf/icml/FinziWW21URL#1335386Adam FischTal SchusterTommi S. JaakkolaRegina BarzilayFew-Shot Conformal Prediction with Auxiliary Tasks.ICML3329-33392021Conference and Workshop Papersopenconf/icml/FischSJB21http://proceedings.mlr.press/v139/fisch21a.htmlhttps://dblp.org/rec/conf/icml/FischSJB21URL#1335387Marc Fischer 0002Maximilian BaaderMartin T. VechevScalable Certified Segmentation via Randomized Smoothing.ICML3340-33512021Conference and Workshop Papersopenconf/icml/FischerBV21http://proceedings.mlr.press/v139/fischer21a.htmlhttps://dblp.org/rec/conf/icml/FischerBV21URL#1335388Jonas FischerAnna OláhJilles VreekenWhat's in the Box? Exploring the Inner Life of Neural Networks with Robust Rules.ICML3352-33622021Conference and Workshop Papersopenconf/icml/FischerOV21http://proceedings.mlr.press/v139/fischer21b.htmlhttps://dblp.org/rec/conf/icml/FischerOV21URL#1335389Genevieve FlaspohlerFrancesco OrabonaJudah CohenSoukayna MouatadidMiruna OprescuPaulo OrensteinLester MackeyOnline Learning with Optimism and Delay.ICML3363-33732021Conference and Workshop Papersopenconf/icml/FlaspohlerOCMOO21http://proceedings.mlr.press/v139/flaspohler21a.htmlhttps://dblp.org/rec/conf/icml/FlaspohlerOCMOO21URL#1335390Xavier FontainePierre PerraultMichal ValkoVianney PerchetOnline A-Optimal Design and Active Linear Regression.ICML3374-33832021Conference and Workshop Papersopenconf/icml/FontainePVP21http://proceedings.mlr.press/v139/fontaine21a.htmlhttps://dblp.org/rec/conf/icml/FontainePVP21URL#1335391Adam Foster 0001Desi R. IvanovaIlyas MalikTom RainforthDeep Adaptive Design: Amortizing Sequential Bayesian Experimental Design.ICML3384-33952021Conference and Workshop Papersopenconf/icml/FosterIMR21http://proceedings.mlr.press/v139/foster21a.htmlhttps://dblp.org/rec/conf/icml/FosterIMR21URL#1335392Dimitris Fotakis 0001Georgios PiliourasStratis SkoulakisEfficient Online Learning for Dynamic k-Clustering.ICML3396-34062021Conference and Workshop Papersopenconf/icml/FotakisPS21http://proceedings.mlr.press/v139/fotakis21a.htmlhttps://dblp.org/rec/conf/icml/FotakisPS21URL#1335393Yann FraboniRichard VidalLaetitia KameniMarco LorenziClustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning.ICML3407-34162021Conference and Workshop Papersopenconf/icml/FraboniVKL21http://proceedings.mlr.press/v139/fraboni21a.htmlhttps://dblp.org/rec/conf/icml/FraboniVKL21URL#1335394Spencer FreiYuan Cao 0006Quanquan GuAgnostic Learning of Halfspaces with Gradient Descent via Soft Margins.ICML3417-34262021Conference and Workshop Papersopenconf/icml/Frei0G21http://proceedings.mlr.press/v139/frei21a.htmlhttps://dblp.org/rec/conf/icml/Frei0G21URL#1335395Spencer FreiYuan Cao 0006Quanquan GuProvable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise.ICML3427-34382021Conference and Workshop Papersopenconf/icml/Frei0G21ahttp://proceedings.mlr.press/v139/frei21b.htmlhttps://dblp.org/rec/conf/icml/Frei0G21aURL#1335396Tobias FreidlingBenjamin PoignardHéctor Climente-GonzálezMakoto YamadaPost-selection inference with HSIC-Lasso.ICML3439-34482021Conference and Workshop Papersopenconf/icml/FreidlingPCY21http://proceedings.mlr.press/v139/freidling21a.htmlhttps://dblp.org/rec/conf/icml/FreidlingPCY21URL#1335397Thomas FrerixDmitrii KochkovJamie A. SmithDaniel CremersMichael P. BrennerStephan HoyerVariational Data Assimilation with a Learned Inverse Observation Operator.ICML3449-34582021Conference and Workshop Papersopenconf/icml/FrerixKSCBH21http://proceedings.mlr.press/v139/frerix21a.htmlhttps://dblp.org/rec/conf/icml/FrerixKSCBH21URL#1335398Christian FröhlichAlexandra GessnerPhilipp HennigBernhard SchölkopfGeorgios ArvanitidisBayesian Quadrature on Riemannian Data Manifolds.ICML3459-34682021Conference and Workshop Papersopenconf/icml/FrohlichGHSA21http://proceedings.mlr.press/v139/frohlich21a.htmlhttps://dblp.org/rec/conf/icml/FrohlichGHSA21URL#1335399Cheng FuHanxian HuangXinyun ChenYuandong TianJishen ZhaoLearn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing.ICML3469-34792021Conference and Workshop Papersopenconf/icml/FuHCTZ21http://proceedings.mlr.press/v139/fu21a.htmlhttps://dblp.org/rec/conf/icml/FuHCTZ21URL#1335400Yonggan FuQixuan YuMeng Li 0004Vikas ChandraYingyan LinDouble-Win Quant: Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference.ICML3492-35042021Conference and Workshop Papersopenconf/icml/FuY0CL21http://proceedings.mlr.press/v139/fu21c.htmlhttps://dblp.org/rec/conf/icml/FuY0CL21URL#1335401Xiang Fu 0005Ge YangPulkit AgrawalTommi S. JaakkolaLearning Task Informed Abstractions.ICML3480-34912021Conference and Workshop Papersopenconf/icml/FuYAJ21http://proceedings.mlr.press/v139/fu21b.htmlhttps://dblp.org/rec/conf/icml/FuYAJ21URL#1335402Yonggan FuYongan ZhangYang Zhang 0001David D. CoxYingyan LinAuto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators.ICML3505-35172021Conference and Workshop Papersopenconf/icml/FuZZCL21http://proceedings.mlr.press/v139/fu21d.htmlhttps://dblp.org/rec/conf/icml/FuZZCL21URL#1335403Scott FujimotoDavid MegerDoina PrecupA Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation.ICML3518-35292021Conference and Workshop Papersopenconf/icml/FujimotoMP21http://proceedings.mlr.press/v139/fujimoto21a.htmlhttps://dblp.org/rec/conf/icml/FujimotoMP21URL#1335404Marco FumeroLuca CosmoSimone MelziEmanuele RodolàLearning disentangled representations via product manifold projection.ICML3530-35402021Conference and Workshop Papersopenconf/icml/FumeroCMR21http://proceedings.mlr.press/v139/fumero21a.htmlhttps://dblp.org/rec/conf/icml/FumeroCMR21URL#1335405Hiroki FurutaTatsuya MatsushimaTadashi KozunoYutaka MatsuoSergey LevineOfir NachumShixiang Shane GuPolicy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning.ICML3541-35522021Conference and Workshop Papersopenconf/icml/FurutaMKMLNG21http://proceedings.mlr.press/v139/furuta21a.htmlhttps://dblp.org/rec/conf/icml/FurutaMKMLNG21URL#1335406Yansong GaoPratik ChaudhariAn Information-Geometric Distance on the Space of Tasks.ICML3553-35632021Conference and Workshop Papersopenconf/icml/GaoC21http://proceedings.mlr.press/v139/gao21a.htmlhttps://dblp.org/rec/conf/icml/GaoC21URL#1335407Ruize GaoFeng Liu 0003Jingfeng ZhangBo Han 0003Tongliang LiuGang Niu 0001Masashi SugiyamaMaximum Mean Discrepancy Test is Aware of Adversarial Attacks.ICML3564-35752021Conference and Workshop Papersopenconf/icml/GaoLZ0L0S21http://proceedings.mlr.press/v139/gao21b.htmlhttps://dblp.org/rec/conf/icml/GaoLZ0L0S21URL#1335408Qingzhe GaoBin WangLibin Liu 0002Baoquan ChenUnsupervised Co-part Segmentation through Assembly.ICML3576-35862021Conference and Workshop Papersopenconf/icml/GaoW0C21http://proceedings.mlr.press/v139/gao21c.htmlhttps://dblp.org/rec/conf/icml/GaoW0C21URL#1335409Yi Gao 0003Min-Ling ZhangDiscriminative Complementary-Label Learning with Weighted Loss.ICML3587-35972021Conference and Workshop Papersopenconf/icml/GaoZ21http://proceedings.mlr.press/v139/gao21d.htmlhttps://dblp.org/rec/conf/icml/GaoZ21URL#1335410Saurabh GargSivaraman BalakrishnanJ. Zico KolterZachary C. LiptonRATT: Leveraging Unlabeled Data to Guarantee Generalization.ICML3598-36092021Conference and Workshop Papersopenconf/icml/GargBKL21http://proceedings.mlr.press/v139/garg21a.htmlhttps://dblp.org/rec/conf/icml/GargBKL21URL#1335411Saurabh GargJoshua ZhansonEmilio ParisottoAdarsh PrasadJ. Zico KolterZachary C. LiptonSivaraman BalakrishnanRuslan SalakhutdinovPradeep RavikumarOn Proximal Policy Optimization's Heavy-tailed Gradients.ICML3610-36192021Conference and Workshop Papersopenconf/icml/GargZPPKLBSR21http://proceedings.mlr.press/v139/garg21b.htmlhttps://dblp.org/rec/conf/icml/GargZPPKLBSR21URL#1335412Damien GarreauDina MardaouiWhat does LIME really see in images?ICML3620-36292021Conference and Workshop Papersopenconf/icml/GarreauM21http://proceedings.mlr.press/v139/garreau21a.htmlhttps://dblp.org/rec/conf/icml/GarreauM21URL#1335413Camille-Sovanneary GauthierRomaric GaudelÉlisa FromontBoammani Aser LompoParametric Graph for Unimodal Ranking Bandit.ICML3630-36392021Conference and Workshop Papersopenconf/icml/GauthierGFL21http://proceedings.mlr.press/v139/gauthier21a.htmlhttps://dblp.org/rec/conf/icml/GauthierGFL21URL#1335414Floris GeertsFilip MazowieckiGuillermo A. Pérez 0001Let's Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework.ICML3640-36492021Conference and Workshop Papersopenconf/icml/GeertsMP21http://proceedings.mlr.press/v139/geerts21a.htmlhttps://dblp.org/rec/conf/icml/GeertsMP21URL#1335415Tomas GeffnerJustin DomkeOn the difficulty of unbiased alpha divergence minimization.ICML3650-36592021Conference and Workshop Papersopenconf/icml/GeffnerD21http://proceedings.mlr.press/v139/geffner21a.htmlhttps://dblp.org/rec/conf/icml/GeffnerD21URL#1335416Amanda GentzelPurva PruthiDavid D. JensenHow and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference.ICML3660-36712021Conference and Workshop Papersopenconf/icml/GentzelPJ21http://proceedings.mlr.press/v139/gentzel21a.htmlhttps://dblp.org/rec/conf/icml/GentzelPJ21URL#1335417Ganesh GhalmeVineet NairItay EilatInbal Talgam-CohenNir RosenfeldStrategic Classification in the Dark.ICML3672-36812021Conference and Workshop Papersopenconf/icml/GhalmeNETR21http://proceedings.mlr.press/v139/ghalme21a.htmlhttps://dblp.org/rec/conf/icml/GhalmeNETR21URL#1335418Seyed Kamyar Seyed GhasemipourDale SchuurmansShixiang Shane GuEMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL.ICML3682-36912021Conference and Workshop Papersopenconf/icml/GhasemipourSG21http://proceedings.mlr.press/v139/ghasemipour21a.htmlhttps://dblp.org/rec/conf/icml/GhasemipourSG21URL#1335419Badih GhaziRavi Kumar 0001Pasin ManurangsiRasmus PaghAmer SinhaDifferentially Private Aggregation in the Shuffle Model: Almost Central Accuracy in Almost a Single Message.ICML3692-37012021Conference and Workshop Papersopenconf/icml/Ghazi0MPS21http://proceedings.mlr.press/v139/ghazi21a.htmlhttps://dblp.org/rec/conf/icml/Ghazi0MPS21URL#1335420Rohan GhugeAnupam Gupta 0001Viswanath NagarajanThe Power of Adaptivity for Stochastic Submodular Cover.ICML3702-37122021Conference and Workshop Papersopenconf/icml/GhugeGN21http://proceedings.mlr.press/v139/ghuge21a.htmlhttps://dblp.org/rec/conf/icml/GhugeGN21URL#1335421Jennifer GillenwaterMatthew JosephAlex KuleszaDifferentially Private Quantiles.ICML3713-37222021Conference and Workshop Papersopenconf/icml/GillenwaterJK21http://proceedings.mlr.press/v139/gillenwater21a.htmlhttps://dblp.org/rec/conf/icml/GillenwaterJK21URL#1335422Grzegorz GluchRüdiger L. UrbankeQuery Complexity of Adversarial Attacks.ICML3723-37332021Conference and Workshop Papersopenconf/icml/GluchU21http://proceedings.mlr.press/v139/gluch21a.htmlhttps://dblp.org/rec/conf/icml/GluchU21URL#1335423Florin GogianuTudor BerariuMihaela RoscaClaudia ClopathLucian BusoniuRazvan PascanuSpectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective.ICML3734-37442021Conference and Workshop Papersopenconf/icml/GogianuBRCBP21http://proceedings.mlr.press/v139/gogianu21a.htmlhttps://dblp.org/rec/conf/icml/GogianuBRCBP21URL#1335424Tomer GolanyKira RadinskyDaniel FreedmanSaar Minha12-Lead ECG Reconstruction via Koopman Operators.ICML3745-37542021Conference and Workshop Papersopenconf/icml/GolanyRFM21http://proceedings.mlr.press/v139/golany21a.htmlhttps://dblp.org/rec/conf/icml/GolanyRFM21URL#1335425Muhammad Waleed GondalShruti JoshiNasim RahamanStefan BauerManuel WuthrichBernhard SchölkopfFunction Contrastive Learning of Transferable Meta-Representations.ICML3755-37652021Conference and Workshop Papersopenconf/icml/GondalJRBWS21http://proceedings.mlr.press/v139/gondal21a.htmlhttps://dblp.org/rec/conf/icml/GondalJRBWS21URL#1335426Sruthi GorantlaAmit DeshpandeAnand LouisOn the Problem of Underranking in Group-Fair Ranking.ICML3777-37872021Conference and Workshop Papersopenconf/icml/GorantlaDL21http://proceedings.mlr.press/v139/gorantla21a.htmlhttps://dblp.org/rec/conf/icml/GorantlaDL21URL#1335427Eduard GorbunovKonstantin BurlachenkoZhize LiPeter RichtárikMARINA: Faster Non-Convex Distributed Learning with Compression.ICML3788-37982021Conference and Workshop Papersopenconf/icml/GorbunovBLR21http://proceedings.mlr.press/v139/gorbunov21a.htmlhttps://dblp.org/rec/conf/icml/GorbunovBLR21URL#1335428Hans Van GorpIris A. M. HuijbenBastiaan S. VeelingNicola PezzottiRuud J. G. van SlounActive Deep Probabilistic Subsampling.ICML10509-105182021Conference and Workshop Papersopenconf/icml/GorpHVPS21http://proceedings.mlr.press/v139/van-gorp21a.htmlhttps://dblp.org/rec/conf/icml/GorpHVPS21URL#1335429Martijn GösgensAlexey TikhonovLiudmila ProkhorenkovaSystematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures.ICML3799-38082021Conference and Workshop Papersopenconf/icml/GosgensTP21http://proceedings.mlr.press/v139/gosgens21a.htmlhttps://dblp.org/rec/conf/icml/GosgensTP21URL#1335430Ankit GoyalHei LawBowei LiuAlejandro NewellJia Deng 0001Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline.ICML3809-38202021Conference and Workshop Papersopenconf/icml/GoyalLLN021http://proceedings.mlr.press/v139/goyal21a.htmlhttps://dblp.org/rec/conf/icml/GoyalLLN021URL#1335431Florian GrafChristoph D. HoferMarc NiethammerRoland KwittDissecting Supervised Constrastive Learning.ICML3821-38302021Conference and Workshop Papersopenconf/icml/GrafHNK21http://proceedings.mlr.press/v139/graf21a.htmlhttps://dblp.org/rec/conf/icml/GrafHNK21URL#1335432Julien Grand-ClémentChristian KroerFirst-Order Methods for Wasserstein Distributionally Robust MDP.ICML2010-20192021Conference and Workshop Papersopenconf/icml/Grand-ClementK21http://proceedings.mlr.press/v139/clement21a.htmlhttps://dblp.org/rec/conf/icml/Grand-ClementK21URL#1335433Will GrathwohlKevin SwerskyMilad HashemiDavid DuvenaudChris J. MaddisonOops I Took A Gradient: Scalable Sampling for Discrete Distributions.ICML3831-38412021Conference and Workshop Papersopenconf/icml/GrathwohlSHDM21http://proceedings.mlr.press/v139/grathwohl21a.htmlhttps://dblp.org/rec/conf/icml/GrathwohlSHDM21URL#1335434Ido GreenbergShie MannorDetecting Rewards Deterioration in Episodic Reinforcement Learning.ICML3842-38532021Conference and Workshop Papersopenconf/icml/GreenbergM21http://proceedings.mlr.press/v139/greenberg21a.htmlhttps://dblp.org/rec/conf/icml/GreenbergM21URL#1335435Jiaqi GuGuosheng YinCrystallization Learning with the Delaunay Triangulation.ICML3854-38632021Conference and Workshop Papersopenconf/icml/GuY21http://proceedings.mlr.press/v139/gu21a.htmlhttps://dblp.org/rec/conf/icml/GuY21URL#1335436Chaoyu GuanXin Wang 0019Wenwu Zhu 0001AutoAttend: Automated Attention Representation Search.ICML3864-38742021Conference and Workshop Papersopenconf/icml/GuanW021http://proceedings.mlr.press/v139/guan21a.htmlhttps://dblp.org/rec/conf/icml/GuanW021URL#1335437Limor GultchinDavid S. WatsonMatt J. KusnerRicardo SilvaOperationalizing Complex Causes: A Pragmatic View of Mediation.ICML3875-38852021Conference and Workshop Papersopenconf/icml/GultchinWKS21http://proceedings.mlr.press/v139/gultchin21a.htmlhttps://dblp.org/rec/conf/icml/GultchinWKS21URL#1335438Sergey GuminovPavel E. DvurechenskyNazarii TupitsaAlexander V. GasnikovOn a Combination of Alternating Minimization and Nesterov's Momentum.ICML3886-38982021Conference and Workshop Papersopenconf/icml/GuminovDTG21http://proceedings.mlr.press/v139/guminov21a.htmlhttps://dblp.org/rec/conf/icml/GuminovDTG21URL#1335439Hongyi GuoZuyue FuZhuoran YangZhaoran Wang 0001Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games.ICML3899-39092021Conference and Workshop Papersopenconf/icml/GuoFYW21http://proceedings.mlr.press/v139/guo21a.htmlhttps://dblp.org/rec/conf/icml/GuoFYW21URL#1335440Zongyu GuoZhizheng Zhang 0004Runsen FengZhibo Chen 0001Soft then Hard: Rethinking the Quantization in Neural Image Compression.ICML3920-39292021Conference and Workshop Papersopenconf/icml/GuoZF021http://proceedings.mlr.press/v139/guo21c.htmlhttps://dblp.org/rec/conf/icml/GuoZF021URL#1335441Tarun Gupta 0002Anuj MahajanBei Peng 0001Wendelin BoehmerShimon WhitesonUneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning.ICML3930-39412021Conference and Workshop Papersopenconf/icml/GuptaMPBW21http://proceedings.mlr.press/v139/gupta21a.htmlhttps://dblp.org/rec/conf/icml/GuptaMPBW21URL#1335442Chirag GuptaAaditya RamdasDistribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting.ICML3942-39522021Conference and Workshop Papersopenconf/icml/GuptaR21http://proceedings.mlr.press/v139/gupta21b.htmlhttps://dblp.org/rec/conf/icml/GuptaR21URL#1335443Shantanu GuptaHao Wang 0014Zachary C. LiptonYuyang WangCorrecting Exposure Bias for Link Recommendation.ICML3953-39632021Conference and Workshop Papersopenconf/icml/GuptaWLW21http://proceedings.mlr.press/v139/gupta21c.htmlhttps://dblp.org/rec/conf/icml/GuptaWLW21URL#1335444Mert GürbüzbalabanUmut SimsekliLingjiong ZhuThe Heavy-Tail Phenomenon in SGD.ICML3964-39752021Conference and Workshop Papersopenconf/icml/GurbuzbalabanSZ21http://proceedings.mlr.press/v139/gurbuzbalaban21a.htmlhttps://dblp.org/rec/conf/icml/GurbuzbalabanSZ21URL#1335445Nezihe Merve GürelXiangyu QiLuka RimanicCe Zhang 0001Bo Li 0026Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks.ICML3976-39872021Conference and Workshop Papersopenconf/icml/GurelQR0L21http://proceedings.mlr.press/v139/gurel21a.htmlhttps://dblp.org/rec/conf/icml/GurelQR0L21URL#1335446Hassan Hafez-KolahiBehrad MoniriShohreh KasaeiMahdieh Soleymani BaghshahRate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning.ICML3998-40072021Conference and Workshop Papersopenconf/icml/Hafez-KolahiMKB21http://proceedings.mlr.press/v139/hafez-kolahi21a.htmlhttps://dblp.org/rec/conf/icml/Hafez-KolahiMKB21URL#1335447Nadav HallakPanayotis MertikopoulosVolkan CevherRegret Minimization in Stochastic Non-Convex Learning via a Proximal-Gradient Approach.ICML4008-40172021Conference and Workshop Papersopenconf/icml/HallakMC21http://proceedings.mlr.press/v139/hallak21a.htmlhttps://dblp.org/rec/conf/icml/HallakMC21URL#1335448Seungyul HanYoungchul SungDiversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration.ICML4018-40292021Conference and Workshop Papersopenconf/icml/HanS21http://proceedings.mlr.press/v139/han21a.htmlhttps://dblp.org/rec/conf/icml/HanS21URL#1335449Yanjun HanYining WangXi ChenAdversarial Combinatorial Bandits with General Non-linear Reward Functions.ICML4030-40392021Conference and Workshop Papersopenconf/icml/HanWC21http://proceedings.mlr.press/v139/han21b.htmlhttps://dblp.org/rec/conf/icml/HanWC21URL#1335450Mengyue HangJennifer NevilleBruno Ribeiro 0001A Collective Learning Framework to Boost GNN Expressiveness for Node Classification.ICML4040-40502021Conference and Workshop Papersopenconf/icml/HangN021http://proceedings.mlr.press/v139/hang21a.htmlhttps://dblp.org/rec/conf/icml/HangN021URL#1335451Austin W. HanjieVictor ZhongKarthik NarasimhanGrounding Language to Entities and Dynamics for Generalization in Reinforcement Learning.ICML4051-40622021Conference and Workshop Papersopenconf/icml/HanjieZN21http://proceedings.mlr.press/v139/hanjie21a.htmlhttps://dblp.org/rec/conf/icml/HanjieZN21URL#1335452Botao HaoYaqi DuanTor LattimoreCsaba SzepesváriMengdi WangSparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient.ICML4063-40732021Conference and Workshop Papersopenconf/icml/HaoDLSW21http://proceedings.mlr.press/v139/hao21a.htmlhttps://dblp.org/rec/conf/icml/HaoDLSW21URL#1335453Botao HaoXiang JiYaqi DuanHao LuCsaba SzepesváriMengdi WangBootstrapping Fitted Q-Evaluation for Off-Policy Inference.ICML4074-40842021Conference and Workshop Papersopenconf/icml/HaoJDLSW21http://proceedings.mlr.press/v139/hao21b.htmlhttps://dblp.org/rec/conf/icml/HaoJDLSW21URL#1335454Yi HaoAlon OrlitskyCompressed Maximum Likelihood.ICML4085-40952021Conference and Workshop Papersopenconf/icml/HaoO21http://proceedings.mlr.press/v139/hao21c.htmlhttps://dblp.org/rec/conf/icml/HaoO21URL#1335455Jason S. HartfordVictor VeitchDhanya SridharKevin Leyton-BrownValid Causal Inference with (Some) Invalid Instruments.ICML4096-41062021Conference and Workshop Papersopenconf/icml/HartfordVSL21http://proceedings.mlr.press/v139/hartford21a.htmlhttps://dblp.org/rec/conf/icml/HartfordVSL21URL#1335456Tatsunori HashimotoModel Performance Scaling with Multiple Data Sources.ICML4107-41162021Conference and Workshop Papersopenconf/icml/Hashimoto21http://proceedings.mlr.press/v139/hashimoto21a.htmlhttps://dblp.org/rec/conf/icml/Hashimoto21URL#1335457Jakob Drachmann HavtornJes FrellsenSøren HaubergLars MaaløeHierarchical VAEs Know What They Don't Know.ICML4117-41282021Conference and Workshop Papersopenconf/icml/HavtornFHM21http://proceedings.mlr.press/v139/havtorn21a.htmlhttps://dblp.org/rec/conf/icml/HavtornFHM21URL#1335458Jonathan HayaseWeihao KongRaghav SomaniSewoong OhDefense against backdoor attacks via robust covariance estimation.ICML4129-41392021Conference and Workshop Papersopenconf/icml/HayaseKSO21http://proceedings.mlr.press/v139/hayase21a.htmlhttps://dblp.org/rec/conf/icml/HayaseKSO21URL#1335459Elad HazanKaran SinghBoosting for Online Convex Optimization.ICML4140-41492021Conference and Workshop Papersopenconf/icml/HazanS21http://proceedings.mlr.press/v139/hazan21a.htmlhttps://dblp.org/rec/conf/icml/HazanS21URL#1335460Yuhang HeNiki TrigoniAndrew MarkhamSoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform.ICML4160-41702021Conference and Workshop Papersopenconf/icml/HeTM21http://proceedings.mlr.press/v139/he21b.htmlhttps://dblp.org/rec/conf/icml/HeTM21URL#1335461Jiafan HeDongruo ZhouQuanquan GuLogarithmic Regret for Reinforcement Learning with Linear Function Approximation.ICML4171-41802021Conference and Workshop Papersopenconf/icml/HeZG21http://proceedings.mlr.press/v139/he21c.htmlhttps://dblp.org/rec/conf/icml/HeZG21URL#1335462Mohsen HeidariJithin K. SreedharanGil I. ShamirWojciech SzpankowskiFinding Relevant Information via a Discrete Fourier Expansion.ICML4181-41912021Conference and Workshop Papersopenconf/icml/HeidariSSS21http://proceedings.mlr.press/v139/heidari21a.htmlhttps://dblp.org/rec/conf/icml/HeidariSSS21URL#1335463Amélie HéliouMatthieu MartinPanayotis MertikopoulosThibaud RahierZeroth-Order Non-Convex Learning via Hierarchical Dual Averaging.ICML4192-42022021Conference and Workshop Papersopenconf/icml/HeliouMMR21http://proceedings.mlr.press/v139/heliou21a.htmlhttps://dblp.org/rec/conf/icml/HeliouMMR21URL#1335464Ryan HendersonDjork-Arné ClevertFloriane MontanariImproving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity.ICML4203-42132021Conference and Workshop Papersopenconf/icml/HendersonCM21http://proceedings.mlr.press/v139/henderson21a.htmlhttps://dblp.org/rec/conf/icml/HendersonCM21URL#1335465Matteo HesselIvo DanihelkaFabio ViolaArthur GuezSimon SchmittLaurent SifreTheophane WeberDavid SilverHado van HasseltMuesli: Combining Improvements in Policy Optimization.ICML4214-42262021Conference and Workshop Papersopenconf/icml/HesselDVGSSWSH21http://proceedings.mlr.press/v139/hessel21a.htmlhttps://dblp.org/rec/conf/icml/HesselDVGSSWSH21URL#1335466Sophie HilgardNir RosenfeldMahzarin R. BanajiJack CaoDavid C. ParkesLearning Representations by Humans, for Humans.ICML4227-42382021Conference and Workshop Papersopenconf/icml/HilgardRBCP21http://proceedings.mlr.press/v139/hilgard21a.htmlhttps://dblp.org/rec/conf/icml/HilgardRBCP21URL#1335467Gaurush HiranandaniJatin MathurHarikrishna NarasimhanMahdi Milani FardSanmi KoyejoOptimizing Black-box Metrics with Iterative Example Weighting.ICML4239-42492021Conference and Workshop Papersopenconf/icml/HiranandaniMNFK21http://proceedings.mlr.press/v139/hiranandani21a.htmlhttps://dblp.org/rec/conf/icml/HiranandaniMNFK21URL#1335468Roy HirschRan Gilad-BachrachTrees with Attention for Set Prediction Tasks.ICML4250-42612021Conference and Workshop Papersopenconf/icml/HirschG21http://proceedings.mlr.press/v139/hirsch21a.htmlhttps://dblp.org/rec/conf/icml/HirschG21URL#1335469Liam HodgkinsonMichael W. MahoneyMultiplicative Noise and Heavy Tails in Stochastic Optimization.ICML4262-42742021Conference and Workshop Papersopenconf/icml/HodgkinsonM21http://proceedings.mlr.press/v139/hodgkinson21a.htmlhttps://dblp.org/rec/conf/icml/HodgkinsonM21URL#1335470Pieter-Jan HoedtFrederik KratzertDaniel KlotzChristina HalmichMarkus HolzleitnerGrey NearingSepp HochreiterGünter KlambauerMC-LSTM: Mass-Conserving LSTM.ICML4275-42862021Conference and Workshop Papersopenconf/icml/HoedtKKHHNHK21http://proceedings.mlr.press/v139/hoedt21a.htmlhttps://dblp.org/rec/conf/icml/HoedtKKHHNHK21URL#1335471Derek HoiemTanmay GuptaZhizhong Li 0001Michal Shlapentokh-RothmanLearning Curves for Analysis of Deep Networks.ICML4287-42962021Conference and Workshop Papersopenconf/icml/HoiemG0S21http://proceedings.mlr.press/v139/hoiem21a.htmlhttps://dblp.org/rec/conf/icml/HoiemG0S21URL#1335472Peter HolderriethMichael J. HutchinsonYee Whye TehEquivariant Learning of Stochastic Fields: Gaussian Processes and Steerable Conditional Neural Processes.ICML4297-43072021Conference and Workshop Papersopenconf/icml/HolderriethHT21http://proceedings.mlr.press/v139/holderrieth21a.htmlhttps://dblp.org/rec/conf/icml/HolderriethHT21URL#1335473Joey HongDavid DohanRishabh SinghCharles SuttonManzil ZaheerLatent Programmer: Discrete Latent Codes for Program Synthesis.ICML4308-43182021Conference and Workshop Papersopenconf/icml/HongDSSZ21http://proceedings.mlr.press/v139/hong21a.htmlhttps://dblp.org/rec/conf/icml/HongDSSZ21URL#1335474Sangwoo HongHeecheol YangYoungseok YoonTaehyun ChoJungwoo Lee 0001Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication.ICML4319-43272021Conference and Workshop Papersopenconf/icml/HongYYC021http://proceedings.mlr.press/v139/hong21b.htmlhttps://dblp.org/rec/conf/icml/HongYYC021URL#1335475Hossein HosseiniHyunsin ParkSungrack YunChristos LouizosJoseph SoriagaMax WellingFederated Learning of User Verification Models Without Sharing Embeddings.ICML4328-43362021Conference and Workshop Papersopenconf/icml/HosseiniPYLSW21http://proceedings.mlr.press/v139/hosseini21a.htmlhttps://dblp.org/rec/conf/icml/HosseiniPYLSW21URL#1335476Ya-Ping HsiehPanayotis MertikopoulosVolkan CevherThe Limits of Min-Max Optimization Algorithms: Convergence to Spurious Non-Critical Sets.ICML4337-43482021Conference and Workshop Papersopenconf/icml/HsiehMC21http://proceedings.mlr.press/v139/hsieh21a.htmlhttps://dblp.org/rec/conf/icml/HsiehMC21URL#1335477Jiachen HuXiaoyu ChenChi JinLihong Li 0001Liwei Wang 0001Near-Optimal Representation Learning for Linear Bandits and Linear RL.ICML4349-43582021Conference and Workshop Papersopenconf/icml/HuCJL021http://proceedings.mlr.press/v139/hu21a.htmlhttps://dblp.org/rec/conf/icml/HuCJL021URL#1335478Zhengmian HuHeng HuangOn the Random Conjugate Kernel and Neural Tangent Kernel.ICML4359-43682021Conference and Workshop Papersopenconf/icml/HuH21http://proceedings.mlr.press/v139/hu21b.htmlhttps://dblp.org/rec/conf/icml/HuH21URL#1335479Hengyuan HuAdam LererBrandon CuiLuis PinedaNoam BrownJakob N. FoersterOff-Belief Learning.ICML4369-43792021Conference and Workshop Papersopenconf/icml/HuLCPBF21http://proceedings.mlr.press/v139/hu21c.htmlhttps://dblp.org/rec/conf/icml/HuLCPBF21URL#1335480Hao Hu 0006Jianing YeGuangxiang ZhuZhizhou RenChongjie ZhangGeneralizable Episodic Memory for Deep Reinforcement Learning.ICML4380-43902021Conference and Workshop Papersopenconf/icml/HuYZRZ21http://proceedings.mlr.press/v139/hu21d.htmlhttps://dblp.org/rec/conf/icml/HuYZRZ21URL#1335481Kaixun HuaMingfei ShiYankai CaoA Scalable Deterministic Global Optimization Algorithm for Clustering Problems.ICML4391-44012021Conference and Workshop Papersopenconf/icml/HuaSC21http://proceedings.mlr.press/v139/hua21a.htmlhttps://dblp.org/rec/conf/icml/HuaSC21URL#1335482Haiying Huang 0002Adnan DarwicheOn Recovering from Modeling Errors Using Testing Bayesian Networks.ICML4402-44112021Conference and Workshop Papersopenconf/icml/HuangD21http://proceedings.mlr.press/v139/huang21a.htmlhttps://dblp.org/rec/conf/icml/HuangD21URL#1335483Jiawei HuangRuomin HuangWenjie LiuNikolaos M. FrerisHu DingA Novel Sequential Coreset Method for Gradient Descent Algorithms.ICML4412-44222021Conference and Workshop Papersopenconf/icml/HuangHLFD21http://proceedings.mlr.press/v139/huang21b.htmlhttps://dblp.org/rec/conf/icml/HuangHLFD21URL#1335484Baihe HuangXiaoxiao LiZhao Song 0002Xin Yang 0017FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis.ICML4423-44342021Conference and Workshop Papersopenconf/icml/HuangL0021http://proceedings.mlr.press/v139/huang21c.htmlhttps://dblp.org/rec/conf/icml/HuangL0021URL#1335485Hengguan HuangHongfu Liu 0002Hao Wang 0014Chang XiaoYe WangSTRODE: Stochastic Boundary Ordinary Differential Equation.ICML4435-44452021Conference and Workshop Papersopenconf/icml/HuangL0XW21http://proceedings.mlr.press/v139/huang21d.htmlhttps://dblp.org/rec/conf/icml/HuangL0XW21URL#1335486Minhui HuangShiqian MaLifeng LaiA Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance.ICML4446-44552021Conference and Workshop Papersopenconf/icml/HuangML21http://proceedings.mlr.press/v139/huang21e.htmlhttps://dblp.org/rec/conf/icml/HuangML21URL#1335487Minhui HuangShiqian MaLifeng LaiProjection Robust Wasserstein Barycenters.ICML4456-44652021Conference and Workshop Papersopenconf/icml/HuangML21ahttp://proceedings.mlr.press/v139/huang21f.htmlhttps://dblp.org/rec/conf/icml/HuangML21aURL#1335488Itay HubaraYury NahshanYair HananiRon BannerDaniel SoudryAccurate Post Training Quantization With Small Calibration Sets.ICML4466-44752021Conference and Workshop Papersopenconf/icml/HubaraNHBS21http://proceedings.mlr.press/v139/hubara21a.htmlhttps://dblp.org/rec/conf/icml/HubaraNHBS21URL#1335489Thomas HubertJulian SchrittwieserIoannis AntonoglouMohammadamin BarekatainSimon SchmittDavid SilverLearning and Planning in Complex Action Spaces.ICML4476-44862021Conference and Workshop Papersopenconf/icml/HubertSABSS21http://proceedings.mlr.press/v139/hubert21a.htmlhttps://dblp.org/rec/conf/icml/HubertSABSS21URL#1335490Drew A. HudsonLarry ZitnickGenerative Adversarial Transformers.ICML4487-44992021Conference and Workshop Papersopenconf/icml/HudsonZ21http://proceedings.mlr.press/v139/hudson21a.htmlhttps://dblp.org/rec/conf/icml/HudsonZ21URL#1335491Zeshan M. HussainRahul G. KrishnanDavid A. SontagNeural Pharmacodynamic State Space Modeling.ICML4500-45102021Conference and Workshop Papersopenconf/icml/HussainKS21http://proceedings.mlr.press/v139/hussain21a.htmlhttps://dblp.org/rec/conf/icml/HussainKS21URL#1335492Léonard HussenotMarcin AndrychowiczDamien VincentRobert DadashiAnton RaichukSabela RamosNikola MomchevSertan GirginRaphaël MarinierLukasz StafiniakManu OrsiniOlivier BachemMatthieu GeistOlivier PietquinHyperparameter Selection for Imitation Learning.ICML4511-45222021Conference and Workshop Papersopenconf/icml/HussenotAVDRRMG21http://proceedings.mlr.press/v139/hussenot21a.htmlhttps://dblp.org/rec/conf/icml/HussenotAVDRRMG21URL#1335493Todd HusterJeremy E. J. CohenZinan Lin 0001Kevin ChanCharles A. KamhouaNandi O. LeslieCho-Yu Jason ChiangVyas SekarPareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions.ICML4523-45322021Conference and Workshop Papersopenconf/icml/HusterC0CKLCS21http://proceedings.mlr.press/v139/huster21a.htmlhttps://dblp.org/rec/conf/icml/HusterC0CKLCS21URL#1335494Michael J. HutchinsonCharline Le LanSheheryar ZaidiEmilien DupontYee Whye TehHyunjik KimLieTransformer: Equivariant Self-Attention for Lie Groups.ICML4533-45432021Conference and Workshop Papersopenconf/icml/HutchinsonLZDTK21http://proceedings.mlr.press/v139/hutchinson21a.htmlhttps://dblp.org/rec/conf/icml/HutchinsonLZDTK21URL#1335495Shahana IbrahimXiao Fu 0001Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization.ICML4544-45542021Conference and Workshop Papersopenconf/icml/Ibrahim021http://proceedings.mlr.press/v139/ibrahim21a.htmlhttps://dblp.org/rec/conf/icml/Ibrahim021URL#1335496Maximilian IlseJakub M. TomczakPatrick ForréSelecting Data Augmentation for Simulating Interventions.ICML4555-45622021Conference and Workshop Papersopenconf/icml/IlseTF21http://proceedings.mlr.press/v139/ilse21a.htmlhttps://dblp.org/rec/conf/icml/IlseTF21URL#1335497Alexander ImmerMatthias Bauer 0001Vincent FortuinGunnar RätschMohammad Emtiyaz KhanScalable Marginal Likelihood Estimation for Model Selection in Deep Learning.ICML4563-45732021Conference and Workshop Papersopenconf/icml/ImmerBFRK21http://proceedings.mlr.press/v139/immer21a.htmlhttps://dblp.org/rec/conf/icml/ImmerBFRK21URL#1335498Yu InatsuShogo IwazakiIchiro TakeuchiActive Learning for Distributionally Robust Level-Set Estimation.ICML4574-45842021Conference and Workshop Papersopenconf/icml/InatsuIT21http://proceedings.mlr.press/v139/inatsu21a.htmlhttps://dblp.org/rec/conf/icml/InatsuIT21URL#1335499Hedda Cohen IndelmanTamir HazanLearning Randomly Perturbed Structured Predictors for Direct Loss Minimization.ICML4585-45952021Conference and Workshop Papersopenconf/icml/IndelmanH21http://proceedings.mlr.press/v139/indelman21a.htmlhttps://dblp.org/rec/conf/icml/IndelmanH21URL#1335500Shariq IqbalChristian A. Schröder de WittBei Peng 0001Wendelin BoehmerShimon WhitesonFei ShaRandomized Entity-wise Factorization for Multi-Agent Reinforcement Learning.ICML4596-46062021Conference and Workshop Papersopenconf/icml/IqbalWPBWS21http://proceedings.mlr.press/v139/iqbal21a.htmlhttps://dblp.org/rec/conf/icml/IqbalWPBWS21URL#1335501Haque IshfaqQiwen CuiViet NguyenAlex AyoubZhuoran YangZhaoran Wang 0001Doina PrecupLin YangRandomized Exploration in Reinforcement Learning with General Value Function Approximation.ICML4607-46162021Conference and Workshop Papersopenconf/icml/IshfaqCNAYWPY21http://proceedings.mlr.press/v139/ishfaq21a.htmlhttps://dblp.org/rec/conf/icml/IshfaqCNAYWPY21URL#1335502Rustem IslamovXun QianPeter RichtárikDistributed Second Order Methods with Fast Rates and Compressed Communication.ICML4617-46282021Conference and Workshop Papersopenconf/icml/IslamovQR21http://proceedings.mlr.press/v139/islamov21a.htmlhttps://dblp.org/rec/conf/icml/IslamovQR21URL#1335503Pavel IzmailovSharad VikramMatthew D. HoffmanAndrew Gordon WilsonWhat Are Bayesian Neural Network Posteriors Really Like?ICML4629-46402021Conference and Workshop Papersopenconf/icml/IzmailovVHW21http://proceedings.mlr.press/v139/izmailov21a.htmlhttps://dblp.org/rec/conf/icml/IzmailovVHW21URL#1335504Zachary IzzoLexing YingJames Zou 0001How to Learn when Data Reacts to Your Model: Performative Gradient Descent.ICML4641-46502021Conference and Workshop Papersopenconf/icml/IzzoY021http://proceedings.mlr.press/v139/izzo21a.htmlhttps://dblp.org/rec/conf/icml/IzzoY021URL#1335505Andrew JaegleFelix GimenoAndy BrockOriol VinyalsAndrew ZissermanJoão CarreiraPerceiver: General Perception with Iterative Attention.ICML4651-46642021Conference and Workshop Papersopenconf/icml/JaegleGBVZC21http://proceedings.mlr.press/v139/jaegle21a.htmlhttps://dblp.org/rec/conf/icml/JaegleGBVZC21URL#1335506Andrew JaegleYury SulskyArun AhujaJake BruceRob FergusGreg WayneImitation by Predicting Observations.ICML4665-46762021Conference and Workshop Papersopenconf/icml/JaegleSABFW21http://proceedings.mlr.press/v139/jaegle21b.htmlhttps://dblp.org/rec/conf/icml/JaegleSABFW21URL#1335507Jafar JafarovSanchit KalhanKonstantin MakarychevYury MakarychevLocal Correlation Clustering with Asymmetric Classification Errors.ICML4677-46862021Conference and Workshop Papersopenconf/icml/JafarovKMM21http://proceedings.mlr.press/v139/jafarov21a.htmlhttps://dblp.org/rec/conf/icml/JafarovKMM21URL#1335508Meena JagadeesanCelestine Mendler-DünnerMoritz HardtAlternative Microfoundations for Strategic Classification.ICML4687-46972021Conference and Workshop Papersopenconf/icml/JagadeesanMH21http://proceedings.mlr.press/v139/jagadeesan21a.htmlhttps://dblp.org/rec/conf/icml/JagadeesanMH21URL#1335509Ayush Jain 0001Alon OrlitskyRobust Density Estimation from Batches: The Best Things in Life are (Nearly) Free.ICML4698-47082021Conference and Workshop Papersopenconf/icml/JainO21http://proceedings.mlr.press/v139/jain21a.htmlhttps://dblp.org/rec/conf/icml/JainO21URL#1335510Ajil JalalSushrut KarmalkarAlex DimakisEric Price 0001Instance-Optimal Compressed Sensing via Posterior Sampling.ICML4709-47202021Conference and Workshop Papersopenconf/icml/JalalKDP21http://proceedings.mlr.press/v139/jalal21a.htmlhttps://dblp.org/rec/conf/icml/JalalKDP21URL#1335511Ajil JalalSushrut KarmalkarJessica HoffmannAlex DimakisEric Price 0001Fairness for Image Generation with Uncertain Sensitive Attributes.ICML4721-47322021Conference and Workshop Papersopenconf/icml/JalalKHDP21http://proceedings.mlr.press/v139/jalal21b.htmlhttps://dblp.org/rec/conf/icml/JalalKHDP21URL#1335512Hamid JalalzaiRémi LelucFeature Clustering for Support Identification in Extreme Regions.ICML4733-47432021Conference and Workshop Papersopenconf/icml/JalalzaiL21http://proceedings.mlr.press/v139/jalalzai21a.htmlhttps://dblp.org/rec/conf/icml/JalalzaiL21URL#1335513Kyoungseok JangKwang-Sung JunSe-Young YunWanmo KangImproved Regret Bounds of Bilinear Bandits using Action Space Analysis.ICML4744-47542021Conference and Workshop Papersopenconf/icml/JangJYK21http://proceedings.mlr.press/v139/jang21a.htmlhttps://dblp.org/rec/conf/icml/JangJYK21URL#1335514Daniel JarrettAlihan HüyükMihaela van der SchaarInverse Decision Modeling: Learning Interpretable Representations of Behavior.ICML4755-47712021Conference and Workshop Papersopenconf/icml/JarrettHS21http://proceedings.mlr.press/v139/jarrett21a.htmlhttps://dblp.org/rec/conf/icml/JarrettHS21URL#1335515Stanislaw JastrzebskiDevansh ArpitOliver ÅstrandGiancarlo KergHuan WangCaiming XiongRichard SocherKyunghyun ChoKrzysztof J. GerasCatastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization.ICML4772-47842021Conference and Workshop Papersopenconf/icml/JastrzebskiAAKW21http://proceedings.mlr.press/v139/jastrzebski21a.htmlhttps://dblp.org/rec/conf/icml/JastrzebskiAAKW21URL#1335516Zaynah JavedDaniel S. BrownSatvik SharmaJerry ZhuAshwin BalakrishnaMarek PetrikAnca D. DraganKen GoldbergPolicy Gradient Bayesian Robust Optimization for Imitation Learning.ICML4785-47962021Conference and Workshop Papersopenconf/icml/JavedBSZBPDG21http://proceedings.mlr.press/v139/javed21a.htmlhttps://dblp.org/rec/conf/icml/JavedBSZBPDG21URL#1335517Rajesh JayaramAlireza SamadianDavid P. WoodruffPeng Ye 0005In-Database Regression in Input Sparsity Time.ICML4797-48062021Conference and Workshop Papersopenconf/icml/JayaramSWY21http://proceedings.mlr.press/v139/jayaram21a.htmlhttps://dblp.org/rec/conf/icml/JayaramSWY21URL#1335518Vivek JayaramJohn ThickstunParallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics.ICML4807-48182021Conference and Workshop Papersopenconf/icml/JayaramT21http://proceedings.mlr.press/v139/jayaram21b.htmlhttps://dblp.org/rec/conf/icml/JayaramT21URL#1335519Taewon JeongHeeyoung KimObjective Bound Conditional Gaussian Process for Bayesian Optimization.ICML4819-48282021Conference and Workshop Papersopenconf/icml/JeongK21http://proceedings.mlr.press/v139/jeong21a.htmlhttps://dblp.org/rec/conf/icml/JeongK21URL#1335520Andrew JessonSören MindermannYarin GalUri ShalitQuantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding.ICML4829-48382021Conference and Workshop Papersopenconf/icml/JessonMGS21http://proceedings.mlr.press/v139/jesson21a.htmlhttps://dblp.org/rec/conf/icml/JessonMGS21URL#1335521Nandan Kumar JhaZahra GhodsiSiddharth GargBrandon ReagenDeepReDuce: ReLU Reduction for Fast Private Inference.ICML4839-48492021Conference and Workshop Papersopenconf/icml/JhaGGR21http://proceedings.mlr.press/v139/jha21a.htmlhttps://dblp.org/rec/conf/icml/JhaGGR21URL#1335522Aditi JhaMichael J. MoraisJonathan W. PillowFactor-analytic inverse regression for high-dimension, small-sample dimensionality reduction.ICML4850-48592021Conference and Workshop Papersopenconf/icml/JhaMP21http://proceedings.mlr.press/v139/jha21b.htmlhttps://dblp.org/rec/conf/icml/JhaMP21URL#1335523Ziwei JiNathan SrebroMatus TelgarskyFast margin maximization via dual acceleration.ICML4860-48692021Conference and Workshop Papersopenconf/icml/JiST21http://proceedings.mlr.press/v139/ji21a.htmlhttps://dblp.org/rec/conf/icml/JiST21URL#1335524Kaiyi JiJunjie YangYingbin LiangBilevel Optimization: Convergence Analysis and Enhanced Design.ICML4882-48922021Conference and Workshop Papersopenconf/icml/JiYL21http://proceedings.mlr.press/v139/ji21c.htmlhttps://dblp.org/rec/conf/icml/JiYL21URL#1335525Sheng JiaEhsan NezhadaryaYuhuai WuJimmy BaEfficient Statistical Tests: A Neural Tangent Kernel Approach.ICML4893-49032021Conference and Workshop Papersopenconf/icml/JiaNWB21http://proceedings.mlr.press/v139/jia21a.htmlhttps://dblp.org/rec/conf/icml/JiaNWB21URL#1335526Chao JiaYinfei YangYe XiaYi-Ting ChenZarana ParekhHieu Pham 0001Quoc V. LeYun-Hsuan SungZhen Li 0028Tom DuerigScaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision.ICML4904-49162021Conference and Workshop Papersopenconf/icml/JiaYXCPPLSLD21http://proceedings.mlr.press/v139/jia21b.htmlhttps://dblp.org/rec/conf/icml/JiaYXCPPLSLD21URL#1335527Bin-Bin JiaMin-Ling ZhangMulti-Dimensional Classification via Sparse Label Encoding.ICML4917-49262021Conference and Workshop Papersopenconf/icml/JiaZ21http://proceedings.mlr.press/v139/jia21c.htmlhttps://dblp.org/rec/conf/icml/JiaZ21URL#1335528Ziyu JiangTianlong ChenBobak J. MortazaviZhangyang WangSelf-Damaging Contrastive Learning.ICML4927-49392021Conference and Workshop Papersopenconf/icml/JiangCMW21http://proceedings.mlr.press/v139/jiang21a.htmlhttps://dblp.org/rec/conf/icml/JiangCMW21URL#1335529Minqi JiangEdward GrefenstetteTim RocktäschelPrioritized Level Replay.ICML4940-49502021Conference and Workshop Papersopenconf/icml/JiangGR21http://proceedings.mlr.press/v139/jiang21b.htmlhttps://dblp.org/rec/conf/icml/JiangGR21URL#1335530Jiechuan JiangZongqing LuThe Emergence of Individuality.ICML4992-50012021Conference and Workshop Papersopenconf/icml/JiangL21http://proceedings.mlr.press/v139/jiang21g.htmlhttps://dblp.org/rec/conf/icml/JiangL21URL#1335531Yuankun JiangChenglin LiWenrui DaiJunni ZouHongkai XiongMonotonic Robust Policy Optimization with Model Discrepancy.ICML4951-49602021Conference and Workshop Papersopenconf/icml/JiangLDZX21http://proceedings.mlr.press/v139/jiang21c.htmlhttps://dblp.org/rec/conf/icml/JiangLDZX21URL#1335532Haotian JiangZhong LiQianxiao LiApproximation Theory of Convolutional Architectures for Time Series Modelling.ICML4961-49702021Conference and Workshop Papersopenconf/icml/JiangLL21http://proceedings.mlr.press/v139/jiang21d.htmlhttps://dblp.org/rec/conf/icml/JiangLL21URL#1335533Shuli JiangDennis LiIrene Mengze LiArvind V. MahankaliDavid P. WoodruffStreaming and Distributed Algorithms for Robust Column Subset Selection.ICML4971-49812021Conference and Workshop Papersopenconf/icml/JiangLLMW21http://proceedings.mlr.press/v139/jiang21e.htmlhttps://dblp.org/rec/conf/icml/JiangLLMW21URL#1335534Yifei JiangYi Li 0002Yiming SunJiaxin WangDavid P. WoodruffSingle Pass Entrywise-Transformed Low Rank Approximation.ICML4982-49912021Conference and Workshop Papersopenconf/icml/JiangLSWW21http://proceedings.mlr.press/v139/jiang21f.htmlhttps://dblp.org/rec/conf/icml/JiangLSWW21URL#1335535Zhihao JiangPinyan LuZhihao Gavin TangYuhao Zhang 0001Online Selection Problems against Constrained Adversary.ICML5002-50122021Conference and Workshop Papersopenconf/icml/JiangLT021http://proceedings.mlr.press/v139/jiang21h.htmlhttps://dblp.org/rec/conf/icml/JiangLT021URL#1335536Heinrich JiangAfshin RostamizadehActive Covering.ICML5013-50222021Conference and Workshop Papersopenconf/icml/JiangR21http://proceedings.mlr.press/v139/jiang21i.htmlhttps://dblp.org/rec/conf/icml/JiangR21URL#1335537Ziheng JiangChiyuan ZhangKunal TalwarMichael C. MozerCharacterizing Structural Regularities of Labeled Data in Overparameterized Models.ICML5034-50442021Conference and Workshop Papersopenconf/icml/JiangZTM21http://proceedings.mlr.press/v139/jiang21k.htmlhttps://dblp.org/rec/conf/icml/JiangZTM21URL#1335538Ray JiangTom ZahavyZhongwen XuAdam White 0001Matteo HesselCharles BlundellHado van HasseltEmphatic Algorithms for Deep Reinforcement Learning.ICML5023-50332021Conference and Workshop Papersopenconf/icml/JiangZXWHBH21http://proceedings.mlr.press/v139/jiang21j.htmlhttps://dblp.org/rec/conf/icml/JiangZXWHBH21URL#1335539Tianyuan JinPan Xu 0002Jieming ShiXiaokui XiaoQuanquan GuMOTS: Minimax Optimal Thompson Sampling.ICML5074-50832021Conference and Workshop Papersopenconf/icml/Jin0SXG21http://proceedings.mlr.press/v139/jin21d.htmlhttps://dblp.org/rec/conf/icml/Jin0SXG21URL#1335540Tianyuan JinKeke HuangJing Tang 0004Xiaokui XiaoOptimal Streaming Algorithms for Multi-Armed Bandits.ICML5045-50542021Conference and Workshop Papersopenconf/icml/JinH0X21http://proceedings.mlr.press/v139/jin21a.htmlhttps://dblp.org/rec/conf/icml/JinH0X21URL#1335541Yujia JinAaron SidfordTowards Tight Bounds on the Sample Complexity of Average-reward MDPs.ICML5055-50642021Conference and Workshop Papersopenconf/icml/JinS21http://proceedings.mlr.press/v139/jin21b.htmlhttps://dblp.org/rec/conf/icml/JinS21URL#1335542Tianyuan JinJing Tang 0004Pan Xu 0002Keke HuangXiaokui XiaoQuanquan GuAlmost Optimal Anytime Algorithm for Batched Multi-Armed Bandits.ICML5065-50732021Conference and Workshop Papersopenconf/icml/JinT0HXG21http://proceedings.mlr.press/v139/jin21c.htmlhttps://dblp.org/rec/conf/icml/JinT0HXG21URL#1335543Ying JinZhuoran YangZhaoran Wang 0001Is Pessimism Provably Efficient for Offline RL?ICML5084-50962021Conference and Workshop Papersopenconf/icml/JinYW21http://proceedings.mlr.press/v139/jin21e.htmlhttps://dblp.org/rec/conf/icml/JinYW21URL#1335544Mingxuan JingWenbing Huang 0001Fuchun Sun 0001Xiaojian MaTao KongChuang GanLei Li 0005Adversarial Option-Aware Hierarchical Imitation Learning.ICML5097-51062021Conference and Workshop Papersopenconf/icml/JingH0MKGL21http://proceedings.mlr.press/v139/jing21a.htmlhttps://dblp.org/rec/conf/icml/JingH0MKGL21URL#1335545Changhun JoKangwook Lee 0001Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information.ICML5107-51172021Conference and Workshop Papersopenconf/icml/Jo021http://proceedings.mlr.press/v139/jo21a.htmlhttps://dblp.org/rec/conf/icml/Jo021URL#1335546Matt JordanAlex DimakisProvable Lipschitz Certification for Generative Models.ICML5118-51262021Conference and Workshop Papersopenconf/icml/JordanD21http://proceedings.mlr.press/v139/jordan21a.htmlhttps://dblp.org/rec/conf/icml/JordanD21URL#1335547Martin JørgensenSøren HaubergIsometric Gaussian Process Latent Variable Model for Dissimilarity Data.ICML5127-51362021Conference and Workshop Papersopenconf/icml/JorgensenH21http://proceedings.mlr.press/v139/jorgensen21a.htmlhttps://dblp.org/rec/conf/icml/JorgensenH21URL#1335548Peizhong JuXiaojun Lin 0001Ness B. ShroffOn the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models.ICML5137-51472021Conference and Workshop Papersopenconf/icml/JuLS21http://proceedings.mlr.press/v139/ju21a.htmlhttps://dblp.org/rec/conf/icml/JuLS21URL#1335549Kwang-Sung JunLalit JainHoussam NassifBlake MasonImproved Confidence Bounds for the Linear Logistic Model and Applications to Bandits.ICML5148-51572021Conference and Workshop Papersopenconf/icml/JunJNM21http://proceedings.mlr.press/v139/jun21a.htmlhttps://dblp.org/rec/conf/icml/JunJNM21URL#1335550Yonghan JungJin Tian 0001Elias BareinboimEstimating Identifiable Causal Effects on Markov Equivalence Class through Double Machine Learning.ICML5168-51792021Conference and Workshop Papersopenconf/icml/Jung0B21http://proceedings.mlr.press/v139/jung21b.htmlhttps://dblp.org/rec/conf/icml/Jung0B21URL#1335551Ji Hyung JungHye Won ChungJi Oon LeeDetection of Signal in the Spiked Rectangular Models.ICML5158-51672021Conference and Workshop Papersopenconf/icml/JungCL21http://proceedings.mlr.press/v139/jung21a.htmlhttps://dblp.org/rec/conf/icml/JungCL21URL#1335552Mustafa Devrim KabaChong YouDaniel P. RobinsonEnrique MalladaRené VidalA Nullspace Property for Subspace-Preserving Recovery.ICML5180-51882021Conference and Workshop Papersopenconf/icml/KabaYRMV21http://proceedings.mlr.press/v139/kaba21a.htmlhttps://dblp.org/rec/conf/icml/KabaYRMV21URL#1335553Anil KagVenkatesh SaligramaTraining Recurrent Neural Networks via Forward Propagation Through Time.ICML5189-52002021Conference and Workshop Papersopenconf/icml/KagS21http://proceedings.mlr.press/v139/kag21a.htmlhttps://dblp.org/rec/conf/icml/KagS21URL#1335554Peter KairouzZiyu Liu 0002Thomas Steinke 0002The Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregation.ICML5201-52122021Conference and Workshop Papersopenconf/icml/KairouzL021http://proceedings.mlr.press/v139/kairouz21a.htmlhttps://dblp.org/rec/conf/icml/KairouzL021URL#1335555Peter KairouzBrendan McMahanShuang Song 0001Om Thakkar 0001Abhradeep ThakurtaZheng Xu 0002Practical and Private (Deep) Learning Without Sampling or Shuffling.ICML5213-52252021Conference and Workshop Papersopenconf/icml/KairouzM00TX21http://proceedings.mlr.press/v139/kairouz21b.htmlhttps://dblp.org/rec/conf/icml/KairouzM00TX21URL#1335556Hiroshi KajinoA Differentiable Point Process with Its Application to Spiking Neural Networks.ICML5226-52352021Conference and Workshop Papersopenconf/icml/Kajino21http://proceedings.mlr.press/v139/kajino21a.htmlhttps://dblp.org/rec/conf/icml/Kajino21URL#1335557Vasileios KalantzisGeorgios KolliasShashanka UbaruAthanasios N. NikolakopoulosLior HoreshKenneth L. ClarksonProjection techniques to update the truncated SVD of evolving matrices with applications.ICML5236-52462021Conference and Workshop Papersopenconf/icml/KalantzisKUNHC21http://proceedings.mlr.press/v139/kalantzis21a.htmlhttps://dblp.org/rec/conf/icml/KalantzisKUNHC21URL#1335558Nathan KallusYuta SaitoMasatoshi UeharaOptimal Off-Policy Evaluation from Multiple Logging Policies.ICML5247-52562021Conference and Workshop Papersopenconf/icml/KallusSU21http://proceedings.mlr.press/v139/kallus21a.htmlhttps://dblp.org/rec/conf/icml/KallusSU21URL#1335559Angeliki KamoutsiGoran BanjacJohn LygerosEfficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations.ICML5257-52682021Conference and Workshop Papersopenconf/icml/KamoutsiBL21http://proceedings.mlr.press/v139/kamoutsi21a.htmlhttps://dblp.org/rec/conf/icml/KamoutsiBL21URL#1335560Anthimos Vardis KandirosYuval DaganNishanth DikkalaSurbhi GoelConstantinos DaskalakisStatistical Estimation from Dependent Data.ICML5269-52782021Conference and Workshop Papersopenconf/icml/KandirosDDGD21http://proceedings.mlr.press/v139/kandiros21a.htmlhttps://dblp.org/rec/conf/icml/KandirosDDGD21URL#1335561Sanyam KapoorMarc FinziKe Alexander WangAndrew Gordon WilsonSKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes.ICML5279-52892021Conference and Workshop Papersopenconf/icml/KapoorFWW21http://proceedings.mlr.press/v139/kapoor21a.htmlhttps://dblp.org/rec/conf/icml/KapoorFWW21URL#1335562Sanyam KapoorTheofanis KaraletsosThang D. BuiVariational Auto-Regressive Gaussian Processes for Continual Learning.ICML5290-53002021Conference and Workshop Papersopenconf/icml/KapoorKB21http://proceedings.mlr.press/v139/kapoor21b.htmlhttps://dblp.org/rec/conf/icml/KapoorKB21URL#1335563Nikos KarampatziakisPaul MineiroAaditya RamdasOff-Policy Confidence Sequences.ICML5301-53102021Conference and Workshop Papersopenconf/icml/KarampatziakisM21http://proceedings.mlr.press/v139/karampatziakis21a.htmlhttps://dblp.org/rec/conf/icml/KarampatziakisM21URL#1335564Sai Praneeth KarimireddyLie HeMartin JaggiLearning from History for Byzantine Robust Optimization.ICML5311-53192021Conference and Workshop Papersopenconf/icml/KarimireddyHJ21http://proceedings.mlr.press/v139/karimireddy21a.htmlhttps://dblp.org/rec/conf/icml/KarimireddyHJ21URL#1335565Masahiro KatoTakeshi TeshimaNon-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation.ICML5320-53332021Conference and Workshop Papersopenconf/icml/KatoT21http://proceedings.mlr.press/v139/kato21a.htmlhttps://dblp.org/rec/conf/icml/KatoT21URL#1335566Julian Katz-SamuelsJifan ZhangLalit JainKevin Jamieson 0001Improved Algorithms for Agnostic Pool-based Active Classification.ICML5334-53442021Conference and Workshop Papersopenconf/icml/Katz-SamuelsZJJ21http://proceedings.mlr.press/v139/katz-samuels21a.htmlhttps://dblp.org/rec/conf/icml/Katz-SamuelsZJJ21URL#1335567Yigitcan KayaTudor DumitrasWhen Does Data Augmentation Help With Membership Inference Attacks?ICML5345-53552021Conference and Workshop Papersopenconf/icml/KayaD21http://proceedings.mlr.press/v139/kaya21a.htmlhttps://dblp.org/rec/conf/icml/KayaD21URL#1335568Varun A. KelkarMark A. AnastasioPrior Image-Constrained Reconstruction using Style-Based Generative Models.ICML5367-53772021Conference and Workshop Papersopenconf/icml/KelkarA21http://proceedings.mlr.press/v139/kelkar21a.htmlhttps://dblp.org/rec/conf/icml/KelkarA21URL#1335569T. Anderson KellerJorn W. T. PetersPriyank JainiEmiel HoogeboomPatrick ForréMax WellingSelf Normalizing Flows.ICML5378-53872021Conference and Workshop Papersopenconf/icml/KellerPJHFW21http://proceedings.mlr.press/v139/keller21a.htmlhttps://dblp.org/rec/conf/icml/KellerPJHFW21URL#1335570Henry KenlayDorina ThanouXiaowen Dong 0001Interpretable Stability Bounds for Spectral Graph Filters.ICML5388-53972021Conference and Workshop Papersopenconf/icml/KenlayT021http://proceedings.mlr.press/v139/kenlay21a.htmlhttps://dblp.org/rec/conf/icml/KenlayT021URL#1335571Thomas KerdreuxLewis LiuSimon Lacoste-JulienDamien ScieurAffine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets.ICML5398-54082021Conference and Workshop Papersopenconf/icml/KerdreuxLLS21http://proceedings.mlr.press/v139/kerdreux21a.htmlhttps://dblp.org/rec/conf/icml/KerdreuxLLS21URL#1335572David KhachaturovIlia ShumailovYiren ZhaoNicolas PapernotRoss J. AndersonMarkpainting: Adversarial Machine Learning meets Inpainting.ICML5409-54192021Conference and Workshop Papersopenconf/icml/KhachaturovSZPA21http://proceedings.mlr.press/v139/khachaturov21a.htmlhttps://dblp.org/rec/conf/icml/KhachaturovSZPA21URL#1335573Sajad KhodadadianZaiwei ChenSiva Theja MaguluriFinite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm.ICML5420-54312021Conference and Workshop Papersopenconf/icml/KhodadadianCM21http://proceedings.mlr.press/v139/khodadadian21a.htmlhttps://dblp.org/rec/conf/icml/KhodadadianCM21URL#1335574Valentin KhrulkovArtem BabenkoIvan V. OseledetsFunctional Space Analysis of Local GAN Convergence.ICML5432-54422021Conference and Workshop Papersopenconf/icml/KhrulkovBO21http://proceedings.mlr.press/v139/khrulkov21a.htmlhttps://dblp.org/rec/conf/icml/KhrulkovBO21URL#1335575Patrick KidgerRicky T. Q. ChenTerry J. Lyons"Hey, that's not an ODE": Faster ODE Adjoints via Seminorms.ICML5443-54522021Conference and Workshop Papersopenconf/icml/KidgerCL21http://proceedings.mlr.press/v139/kidger21a.htmlhttps://dblp.org/rec/conf/icml/KidgerCL21URL#1335576Patrick KidgerJames FosterXuechen LiTerry J. LyonsNeural SDEs as Infinite-Dimensional GANs.ICML5453-54632021Conference and Workshop Papersopenconf/icml/KidgerFLL21http://proceedings.mlr.press/v139/kidger21b.htmlhttps://dblp.org/rec/conf/icml/KidgerFLL21URL#1335577KrishnaTeja KillamsettyDurga SivasubramanianGanesh RamakrishnanAbir DeRishabh K. IyerGRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training.ICML5464-54742021Conference and Workshop Papersopenconf/icml/KillamsettySRDI21http://proceedings.mlr.press/v139/killamsetty21a.htmlhttps://dblp.org/rec/conf/icml/KillamsettySRDI21URL#1335578Dong-Ki KimMiao Liu 0001Matthew RiemerChuangchuang SunMarwa AbdulhaiGolnaz HabibiSebastian Lopez-CotGerald TesauroJonathan P. HowA Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning.ICML5541-55502021Conference and Workshop Papersopenconf/icml/Kim0RSAHLTH21http://proceedings.mlr.press/v139/kim21g.htmlhttps://dblp.org/rec/conf/icml/Kim0RSAHLTH21URL#1335579Kwang In KimImproving Predictors via Combination Across Diverse Task Categories.ICML5475-54852021Conference and Workshop Papersopenconf/icml/Kim21http://proceedings.mlr.press/v139/kim21a.htmlhttps://dblp.org/rec/conf/icml/Kim21URL#1335580Junsu KimSungsoo AhnHankook LeeJinwoo ShinSelf-Improved Retrosynthetic Planning.ICML5486-54952021Conference and Workshop Papersopenconf/icml/KimALS21http://proceedings.mlr.press/v139/kim21b.htmlhttps://dblp.org/rec/conf/icml/KimALS21URL#1335581Kuno KimShivam Garg 0001Kirankumar ShiragurStefano ErmonReward Identification in Inverse Reinforcement Learning.ICML5496-55052021Conference and Workshop Papersopenconf/icml/KimGSE21http://proceedings.mlr.press/v139/kim21c.htmlhttps://dblp.org/rec/conf/icml/KimGSE21URL#1335582Sehoon KimAmir GholamiZhewei YaoMichael W. MahoneyKurt KeutzerI-BERT: Integer-only BERT Quantization.ICML5506-55182021Conference and Workshop Papersopenconf/icml/KimGYMK21http://proceedings.mlr.press/v139/kim21d.htmlhttps://dblp.org/rec/conf/icml/KimGYMK21URL#1335583Taehyeong KimInjune HwangHyundo LeeHyunseo KimWon-Seok Choi 0006Joseph J. LimByoung-Tak ZhangMessage Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning.ICML5519-55292021Conference and Workshop Papersopenconf/icml/KimHLKCLZ21http://proceedings.mlr.press/v139/kim21e.htmlhttps://dblp.org/rec/conf/icml/KimHLKCLZ21URL#1335584Jaehyeon KimJungil KongJuhee SonConditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech.ICML5530-55402021Conference and Workshop Papersopenconf/icml/KimKS21http://proceedings.mlr.press/v139/kim21f.htmlhttps://dblp.org/rec/conf/icml/KimKS21URL#1335585Timothy D. KimThomas Z. LuoJonathan W. PillowCarlos BrodyInferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations.ICML5551-55612021Conference and Workshop Papersopenconf/icml/KimLPB21http://proceedings.mlr.press/v139/kim21h.htmlhttps://dblp.org/rec/conf/icml/KimLPB21URL#1335586Jaekyeom KimSeohong ParkGunhee KimUnsupervised Skill Discovery with Bottleneck Option Learning.ICML5572-55822021Conference and Workshop Papersopenconf/icml/KimPK21http://proceedings.mlr.press/v139/kim21j.htmlhttps://dblp.org/rec/conf/icml/KimPK21URL#1335587Hyunjik KimGeorge PapamakariosAndriy MnihThe Lipschitz Constant of Self-Attention.ICML5562-55712021Conference and Workshop Papersopenconf/icml/KimPM21http://proceedings.mlr.press/v139/kim21i.htmlhttps://dblp.org/rec/conf/icml/KimPM21URL#1335588Wonjae KimBokyung SonIldoo KimViLT: Vision-and-Language Transformer Without Convolution or Region Supervision.ICML5583-55942021Conference and Workshop Papersopenconf/icml/KimSK21http://proceedings.mlr.press/v139/kim21k.htmlhttps://dblp.org/rec/conf/icml/KimSK21URL#1335589Johannes KirschnerAndreas Krause 0001Bias-Robust Bayesian Optimization via Dueling Bandits.ICML5595-56052021Conference and Workshop Papersopenconf/icml/Kirschner021http://proceedings.mlr.press/v139/kirschner21a.htmlhttps://dblp.org/rec/conf/icml/Kirschner021URL#1335590Dani KiyassehTingting Zhu 0001David A. CliftonCLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients.ICML5606-56152021Conference and Workshop Papersopenconf/icml/KiyassehZC21http://proceedings.mlr.press/v139/kiyasseh21a.htmlhttps://dblp.org/rec/conf/icml/KiyassehZC21URL#1335591Johannes KlicperaMarten LienenStephan GünnemannScalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More.ICML5616-56272021Conference and Workshop Papersopenconf/icml/KlicperaLG21http://proceedings.mlr.press/v139/klicpera21a.htmlhttps://dblp.org/rec/conf/icml/KlicperaLG21URL#1335592Frederic KoehlerViraj MehtaAndrej RisteskiRepresentational aspects of depth and conditioning in normalizing flows.ICML5628-56362021Conference and Workshop Papersopenconf/icml/KoehlerMR21http://proceedings.mlr.press/v139/koehler21a.htmlhttps://dblp.org/rec/conf/icml/KoehlerMR21URL#1335593Pang Wei KohShiori SagawaHenrik MarklundSang Michael XieMarvin ZhangAkshay BalsubramaniWeihua HuMichihiro YasunagaRichard Lanas PhillipsIrena GaoTony LeeEtienne DavidIan StavnessWei Guo 0002Berton EarnshawImran S. HaqueSara M. BeeryJure LeskovecAnshul KundajeEmma PiersonSergey LevineChelsea FinnPercy LiangWILDS: A Benchmark of in-the-Wild Distribution Shifts.ICML5637-56642021Conference and Workshop Papersopenconf/icml/KohSMXZBHYPGLDS21http://proceedings.mlr.press/v139/koh21a.htmlhttps://dblp.org/rec/conf/icml/KohSMXZBHYPGLDS21URL#1335594Vladimir KolmogorovThomas PockOne-sided Frank-Wolfe algorithms for saddle problems.ICML5665-56752021Conference and Workshop Papersopenconf/icml/KolmogorovP21http://proceedings.mlr.press/v139/kolmogorov21a.htmlhttps://dblp.org/rec/conf/icml/KolmogorovP21URL#1335595Abi KomanduruJean HonorioA Lower Bound for the Sample Complexity of Inverse Reinforcement Learning.ICML5676-56852021Conference and Workshop Papersopenconf/icml/KomanduruH21http://proceedings.mlr.press/v139/komanduru21a.htmlhttps://dblp.org/rec/conf/icml/KomanduruH21URL#1335596Mikhail KonobeevIlja KuzborskijCsaba SzepesváriA Distribution-dependent Analysis of Meta Learning.ICML5697-57062021Conference and Workshop Papersopenconf/icml/KonobeevKS21http://proceedings.mlr.press/v139/konobeev21a.htmlhttps://dblp.org/rec/conf/icml/KonobeevKS21URL#1335597Anna-Kathrin KopetzkiBertrand CharpentierDaniel ZügnerSandhya GiriStephan GünnemannEvaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?ICML5707-57182021Conference and Workshop Papersopenconf/icml/KopetzkiCZGG21http://proceedings.mlr.press/v139/kopetzki21a.htmlhttps://dblp.org/rec/conf/icml/KopetzkiCZGG21URL#1335598Anna KorbaPierre-Cyril Aubin-FrankowskiSzymon MajewskiPierre AblinKernel Stein Discrepancy Descent.ICML5719-57302021Conference and Workshop Papersopenconf/icml/KorbaAMA21http://proceedings.mlr.press/v139/korba21a.htmlhttps://dblp.org/rec/conf/icml/KorbaAMA21URL#1335599Jack KosaianAmar PhanishayeeMatthai PhiliposeDebadeepta DeyRashmi VinayakBoosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size.ICML5731-57412021Conference and Workshop Papersopenconf/icml/KosaianPPDV21http://proceedings.mlr.press/v139/kosaian21a.htmlhttps://dblp.org/rec/conf/icml/KosaianPPDV21URL#1335600Adam R. KosiorekHeiko StrathmannDaniel ZoranPol MorenoRosalia SchneiderSona MokráDanilo Jimenez RezendeNeRF-VAE: A Geometry Aware 3D Scene Generative Model.ICML5742-57522021Conference and Workshop Papersopenconf/icml/KosiorekSZMSMR21http://proceedings.mlr.press/v139/kosiorek21a.htmlhttps://dblp.org/rec/conf/icml/KosiorekSZMSMR21URL#1335601Jannik KossenSebastian FarquharYarin GalTom RainforthActive Testing: Sample-Efficient Model Evaluation.ICML5753-57632021Conference and Workshop Papersopenconf/icml/KossenFGR21http://proceedings.mlr.press/v139/kossen21a.htmlhttps://dblp.org/rec/conf/icml/KossenFGR21URL#1335602James E. KostasYash ChandakScott M. JordanGeorgios TheocharousPhilip S. ThomasHigh Confidence Generalization for Reinforcement Learning.ICML5764-57732021Conference and Workshop Papersopenconf/icml/KostasCJTT21http://proceedings.mlr.press/v139/kostas21a.htmlhttps://dblp.org/rec/conf/icml/KostasCJTT21URL#1335603Ilya KostrikovRob FergusJonathan TompsonOfir NachumOffline Reinforcement Learning with Fisher Divergence Critic Regularization.ICML5774-57832021Conference and Workshop Papersopenconf/icml/KostrikovFTN21http://proceedings.mlr.press/v139/kostrikov21a.htmlhttps://dblp.org/rec/conf/icml/KostrikovFTN21URL#1335604Dmitry KovalevEgor ShulginPeter RichtárikAlexander RogozinAlexander V. GasnikovADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks.ICML5784-57932021Conference and Workshop Papersopenconf/icml/KovalevSRRG21http://proceedings.mlr.press/v139/kovalev21a.htmlhttps://dblp.org/rec/conf/icml/KovalevSRRG21URL#1335605Tadashi KozunoYunhao TangMark RowlandRémi MunosSteven KapturowskiWill DabneyMichal ValkoDavid AbelRevisiting Peng's Q(λ) for Modern Reinforcement Learning.ICML5794-58042021Conference and Workshop Papersopenconf/icml/KozunoTRMKDVA21http://proceedings.mlr.press/v139/kozuno21a.htmlhttps://dblp.org/rec/conf/icml/KozunoTRMKDVA21URL#1335606Sanath Kumar KrishnamurthyVitor HadadSusan AtheyAdapting to misspecification in contextual bandits with offline regression oracles.ICML5805-58142021Conference and Workshop Papersopenconf/icml/KrishnamurthyHA21http://proceedings.mlr.press/v139/krishnamurthy21a.htmlhttps://dblp.org/rec/conf/icml/KrishnamurthyHA21URL#1335607David KruegerEthan CaballeroJörn-Henrik JacobsenAmy Zhang 0001Jonathan BinasDinghuai ZhangRémi Le PriolAaron C. CourvilleOut-of-Distribution Generalization via Risk Extrapolation (REx).ICML5815-58262021Conference and Workshop Papersopenconf/icml/KruegerCJ0BZPC21http://proceedings.mlr.press/v139/krueger21a.htmlhttps://dblp.org/rec/conf/icml/KruegerCJ0BZPC21URL#1335608Arun K. KuchibhotlaQinqing ZhengNear-Optimal Confidence Sequences for Bounded Random Variables.ICML5827-58372021Conference and Workshop Papersopenconf/icml/KuchibhotlaZ21http://proceedings.mlr.press/v139/kuchibhotla21a.htmlhttps://dblp.org/rec/conf/icml/KuchibhotlaZ21URL#1335609Tejas KulkarniJoonas JälköAntti KoskelaSamuel KaskiAntti HonkelaDifferentially Private Bayesian Inference for Generalized Linear Models.ICML5838-58492021Conference and Workshop Papersopenconf/icml/KulkarniJKKH21http://proceedings.mlr.press/v139/kulkarni21a.htmlhttps://dblp.org/rec/conf/icml/KulkarniJKKH21URL#1335610Abhishek KumarHarikrishna NarasimhanAndrew CotterImplicit rate-constrained optimization of non-decomposable objectives.ICML5861-58712021Conference and Workshop Papersopenconf/icml/KumarNC21http://proceedings.mlr.press/v139/kumar21b.htmlhttps://dblp.org/rec/conf/icml/KumarNC21URL#1335611Christian KümmerleClaudio Mayrink VerdunA Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples.ICML5872-58832021Conference and Workshop Papersopenconf/icml/KummerleV21http://proceedings.mlr.press/v139/kummerle21a.htmlhttps://dblp.org/rec/conf/icml/KummerleV21URL#1335612Branislav KvetonMikhail KonobeevManzil ZaheerChih-Wei HsuMartin MladenovCraig BoutilierCsaba SzepesváriMeta-Thompson Sampling.ICML5884-58932021Conference and Workshop Papersopenconf/icml/KvetonKZHMBS21http://proceedings.mlr.press/v139/kveton21a.htmlhttps://dblp.org/rec/conf/icml/KvetonKZHMBS21URL#1335613Minae KwonSiddharth KaramchetiMariano-Florentino CuellarDorsa SadighTargeted Data Acquisition for Evolving Negotiation Agents.ICML5894-59042021Conference and Workshop Papersopenconf/icml/KwonKCS21http://proceedings.mlr.press/v139/kwon21a.htmlhttps://dblp.org/rec/conf/icml/KwonKCS21URL#1335614Jungmin KwonJeongseop KimHyunseo ParkIn Kwon ChoiASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks.ICML5905-59142021Conference and Workshop Papersopenconf/icml/KwonKPC21http://proceedings.mlr.press/v139/kwon21b.htmlhttps://dblp.org/rec/conf/icml/KwonKPC21URL#1335615Eduardo Sany LaberLucas MurtinhoOn the price of explainability for some clustering problems.ICML5915-59252021Conference and Workshop Papersopenconf/icml/LaberM21http://proceedings.mlr.press/v139/laber21a.htmlhttps://dblp.org/rec/conf/icml/LaberM21URL#1335616Jonathan LacotteYifei WangMert PilanciAdaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality.ICML5926-59362021Conference and Workshop Papersopenconf/icml/LacotteWP21http://proceedings.mlr.press/v139/lacotte21a.htmlhttps://dblp.org/rec/conf/icml/LacotteWP21URL#1335617Pierre LaforgueGuillaume StaermanStéphan ClémençonGeneralization Bounds in the Presence of Outliers: a Median-of-Means Study.ICML5937-59472021Conference and Workshop Papersopenconf/icml/LaforgueSC21http://proceedings.mlr.press/v139/laforgue21a.htmlhttps://dblp.org/rec/conf/icml/LaforgueSC21URL#1335618Thanh Chi LamTrong Nghia HoangBryan Kian Hsiang LowPatrick JailletModel Fusion for Personalized Learning.ICML5948-59582021Conference and Workshop Papersopenconf/icml/LamHLJ21http://proceedings.mlr.press/v139/lam21a.htmlhttps://dblp.org/rec/conf/icml/LamHLJ21URL#1335619Maximilian LamGu-Yeon WeiDavid Brooks 0001Vijay Janapa ReddiMichael MitzenmacherGradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix.ICML5959-59682021Conference and Workshop Papersopenconf/icml/LamW0RM21http://proceedings.mlr.press/v139/lam21b.htmlhttps://dblp.org/rec/conf/icml/LamW0RM21URL#1335620Tal LancewickiShahar SegalTomer KorenYishay MansourStochastic Multi-Armed Bandits with Unrestricted Delay Distributions.ICML5969-59782021Conference and Workshop Papersopenconf/icml/LancewickiSKM21http://proceedings.mlr.press/v139/lancewicki21a.htmlhttps://dblp.org/rec/conf/icml/LancewickiSKM21URL#1335621Hunter LangDavid A. SontagAravindan VijayaraghavanGraph Cuts Always Find a Global Optimum for Potts Models (With a Catch).ICML5990-59992021Conference and Workshop Papersopenconf/icml/LangSV21http://proceedings.mlr.press/v139/lang21a.htmlhttps://dblp.org/rec/conf/icml/LangSV21URL#1335622Jan-Hendrik LangePaul SwobodaEfficient Message Passing for 0-1 ILPs with Binary Decision Diagrams.ICML6000-60102021Conference and Workshop Papersopenconf/icml/LangeS21http://proceedings.mlr.press/v139/lange21a.htmlhttps://dblp.org/rec/conf/icml/LangeS21URL#1335623Mikel LandajuelaBrenden K. PetersenSookyung KimCláudio P. SantiagoRuben GlattT. Nathan MundhenkJacob F. PettitDaniel M. FaissolDiscovering symbolic policies with deep reinforcement learning.ICML5979-59892021Conference and Workshop Papersopenconf/icml/LarmaPKSGMPF21http://proceedings.mlr.press/v139/landajuela21a.htmlhttps://dblp.org/rec/conf/icml/LarmaPKSGMPF21URL#1335624Kasper Green LarsenRasmus PaghJakub TetekCountSketches, Feature Hashing and the Median of Three.ICML6011-60202021Conference and Workshop Papersopenconf/icml/LarsenPT21http://proceedings.mlr.press/v139/larsen21a.htmlhttps://dblp.org/rec/conf/icml/LarsenPT21URL#1335625Sophie LaturnusPhilipp BerensMorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space.ICML6021-60312021Conference and Workshop Papersopenconf/icml/LaturnusB21http://proceedings.mlr.press/v139/laturnus21a.htmlhttps://dblp.org/rec/conf/icml/LaturnusB21URL#1335626Nevena LazicDong YinYasin Abbasi-YadkoriCsaba SzepesváriImproved Regret Bound and Experience Replay in Regularized Policy Iteration.ICML6032-60422021Conference and Workshop Papersopenconf/icml/LazicYAS21http://proceedings.mlr.press/v139/lazic21a.htmlhttps://dblp.org/rec/conf/icml/LazicYAS21URL#1335627Trung LeTuan NguyenNhat HoHung BuiDinh Phung 0001LAMDA: Label Matching Deep Domain Adaptation.ICML6043-60542021Conference and Workshop Papersopenconf/icml/LeNHB021http://proceedings.mlr.press/v139/le21a.htmlhttps://dblp.org/rec/conf/icml/LeNHB021URL#1335628Armin LedererAlejandro Jose Ordóñez ConejoKorbinian MaierWenxin XiaoJonas UmlauftSandra HircheGaussian Process-Based Real-Time Learning for Safety Critical Applications.ICML6055-60642021Conference and Workshop Papersopenconf/icml/LedererCMXUH21http://proceedings.mlr.press/v139/lederer21a.htmlhttps://dblp.org/rec/conf/icml/LedererCMXUH21URL#1335629Seungwon LeeSima BehpourEric EatonSharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer.ICML6065-60752021Conference and Workshop Papersopenconf/icml/LeeBE21http://proceedings.mlr.press/v139/lee21a.htmlhttps://dblp.org/rec/conf/icml/LeeBE21URL#1335630Joshua K. LeeYuheng BuDeepta RajanPrasanna SattigeriRameswar PandaSubhro DasGregory W. WornellFair Selective Classification Via Sufficiency.ICML6076-60862021Conference and Workshop Papersopenconf/icml/LeeBRSPDW21http://proceedings.mlr.press/v139/lee21b.htmlhttps://dblp.org/rec/conf/icml/LeeBRSPDW21URL#1335631Dong Hoon LeeSae-Young ChungUnsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification.ICML6098-61082021Conference and Workshop Papersopenconf/icml/LeeC21http://proceedings.mlr.press/v139/lee21d.htmlhttps://dblp.org/rec/conf/icml/LeeC21URL#1335632Moontae LeeSungjun ChoKun DongDavid MimnoDavid BindelOn-the-fly Rectification for Robust Large-Vocabulary Topic Inference.ICML6087-60972021Conference and Workshop Papersopenconf/icml/LeeCDMB21http://proceedings.mlr.press/v139/lee21c.htmlhttps://dblp.org/rec/conf/icml/LeeCDMB21URL#1335633Sebastian LeeSebastian GoldtAndrew M. SaxeContinual Learning in the Teacher-Student Setup: Impact of Task Similarity.ICML6109-61192021Conference and Workshop Papersopenconf/icml/LeeGS21http://proceedings.mlr.press/v139/lee21e.htmlhttps://dblp.org/rec/conf/icml/LeeGS21URL#1335634Kimin LeeMichael LaskinAravind SrinivasPieter AbbeelSUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning.ICML6131-61412021Conference and Workshop Papersopenconf/icml/LeeLSA21http://proceedings.mlr.press/v139/lee21g.htmlhttps://dblp.org/rec/conf/icml/LeeLSA21URL#1335635Chung-Wei LeeHaipeng LuoChen-Yu WeiMengxiao ZhangXiaojin Zhang 0002Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously.ICML6142-61512021Conference and Workshop Papersopenconf/icml/LeeLWZ021http://proceedings.mlr.press/v139/lee21h.htmlhttps://dblp.org/rec/conf/icml/LeeLWZ021URL#1335636Kimin LeeLaura M. SmithPieter AbbeelPEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training.ICML6152-61632021Conference and Workshop Papersopenconf/icml/LeeSA21http://proceedings.mlr.press/v139/lee21i.htmlhttps://dblp.org/rec/conf/icml/LeeSA21URL#1335637Qi LeiWei Hu 0014Jason D. LeeNear-Optimal Linear Regression under Distribution Shift.ICML6164-61742021Conference and Workshop Papersopenconf/icml/LeiHL21http://proceedings.mlr.press/v139/lei21a.htmlhttps://dblp.org/rec/conf/icml/LeiHL21URL#1335638Yunwen LeiZhenhuan YangTianbao YangYiming YingStability and Generalization of Stochastic Gradient Methods for Minimax Problems.ICML6175-61862021Conference and Workshop Papersopenconf/icml/LeiYYY21http://proceedings.mlr.press/v139/lei21b.htmlhttps://dblp.org/rec/conf/icml/LeiYYY21URL#1335639Joel Z. LeiboEdgar A. Duéñez-GuzmánAlexander VezhnevetsJohn P. AgapiouPeter SunehagRaphael KosterJayd MatyasCharlie BeattieIgor MordatchThore GraepelScalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot.ICML6187-61992021Conference and Workshop Papersopenconf/icml/LeiboDVASKMBMG21http://proceedings.mlr.press/v139/leibo21a.htmlhttps://dblp.org/rec/conf/icml/LeiboDVASKMBMG21URL#1335640Benedict J. LeimkuhlerTiffany J. VlaarTimothée PouchonAmos J. StorkeyBetter Training using Weight-Constrained Stochastic Dynamics.ICML6200-62112021Conference and Workshop Papersopenconf/icml/LeimkuhlerVPS21http://proceedings.mlr.press/v139/leimkuhler21a.htmlhttps://dblp.org/rec/conf/icml/LeimkuhlerVPS21URL#1335641Klas LeinoZifan WangMatt FredriksonGlobally-Robust Neural Networks.ICML6212-62222021Conference and Workshop Papersopenconf/icml/LeinoWF21http://proceedings.mlr.press/v139/leino21a.htmlhttps://dblp.org/rec/conf/icml/LeinoWF21URL#1335642Renato Paes LemeBalasubramanian SivanYifeng TengPratik WorahLearning to Price Against a Moving Target.ICML6223-62322021Conference and Workshop Papersopenconf/icml/LemeSTW21http://proceedings.mlr.press/v139/leme21a.htmlhttps://dblp.org/rec/conf/icml/LemeSTW21URL#1335643Maud LemercierCristopher SalviThomas CassEdwin V. BonillaTheodoros DamoulasTerry J. LyonsSigGPDE: Scaling Sparse Gaussian Processes on Sequential Data.ICML6233-62422021Conference and Workshop Papersopenconf/icml/LemercierSCBDL21http://proceedings.mlr.press/v139/lemercier21a.htmlhttps://dblp.org/rec/conf/icml/LemercierSCBDL21URL#1335644Sagi LevanonNir RosenfeldStrategic Classification Made Practical.ICML6243-62532021Conference and Workshop Papersopenconf/icml/LevanonR21http://proceedings.mlr.press/v139/levanon21a.htmlhttps://dblp.org/rec/conf/icml/LevanonR21URL#1335645Mike LewisShruti BhosaleTim DettmersNaman GoyalLuke ZettlemoyerBASE Layers: Simplifying Training of Large, Sparse Models.ICML6265-62742021Conference and Workshop Papersopenconf/icml/LewisBDGZ21http://proceedings.mlr.press/v139/lewis21a.htmlhttps://dblp.org/rec/conf/icml/LewisBDGZ21URL#1335646José LezamaWei Chen 0124Qiang QiuRun-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models.ICML6275-62852021Conference and Workshop Papersopenconf/icml/LezamaCQ21http://proceedings.mlr.press/v139/lezama21a.htmlhttps://dblp.org/rec/conf/icml/LezamaCQ21URL#1335647Xiaoyun LiPing Li 0001Quantization Algorithms for Random Fourier Features.ICML6369-63802021Conference and Workshop Papersopenconf/icml/Li021http://proceedings.mlr.press/v139/li21i.htmlhttps://dblp.org/rec/conf/icml/Li021URL#1335648Guohao LiMatthias Müller 0011Bernard GhanemVladlen KoltunTraining Graph Neural Networks with 1000 Layers.ICML6437-64492021Conference and Workshop Papersopenconf/icml/Li0GK21http://proceedings.mlr.press/v139/li21o.htmlhttps://dblp.org/rec/conf/icml/Li0GK21URL#1335649Kevin LiAbhishek Gupta 0004Ashwin ReddyVitchyr H. PongAurick ZhouJustin YuSergey LevineMURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning.ICML6346-63562021Conference and Workshop Papersopenconf/icml/Li0RPZYL21http://proceedings.mlr.press/v139/li21g.htmlhttps://dblp.org/rec/conf/icml/Li0RPZYL21URL#1335650Zhize LiHongyan BaoXiangliang Zhang 0001Peter RichtárikPAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization.ICML6286-62952021Conference and Workshop Papersopenconf/icml/LiB0R21http://proceedings.mlr.press/v139/li21a.htmlhttps://dblp.org/rec/conf/icml/LiB0R21URL#1335651Wenshuo LiHanting ChenMingqiang HuangXinghao Chen 0001Chunjing XuYunhe Wang 0001Winograd Algorithm for AdderNet.ICML6307-63152021Conference and Workshop Papersopenconf/icml/LiCH0X021http://proceedings.mlr.press/v139/li21c.htmlhttps://dblp.org/rec/conf/icml/LiCH0X021URL#1335652Yuhang LiShikuang DengXin Dong 0009Ruihao GongShi GuA Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration.ICML6316-63252021Conference and Workshop Papersopenconf/icml/LiD0GG21http://proceedings.mlr.press/v139/li21d.htmlhttps://dblp.org/rec/conf/icml/LiD0GG21URL#1335653Xiling LiRafael DowsleyMartine De CockPrivacy-Preserving Feature Selection with Secure Multiparty Computation.ICML6326-63362021Conference and Workshop Papersopenconf/icml/LiDC21http://proceedings.mlr.press/v139/li21e.htmlhttps://dblp.org/rec/conf/icml/LiDC21URL#1335654Xuefeng LiTongliang LiuBo Han 0003Gang Niu 0001Masashi SugiyamaProvably End-to-end Label-noise Learning without Anchor Points.ICML6403-64132021Conference and Workshop Papersopenconf/icml/LiL00S21http://proceedings.mlr.press/v139/li21l.htmlhttps://dblp.org/rec/conf/icml/LiL00S21URL#1335655Duanshun LiJing Liu 0024Dongeun Lee 0001Ali SeyedmazloomGiridhar KaushikKookjin LeeNoseong ParkA Novel Method to Solve Neural Knapsack Problems.ICML6414-64242021Conference and Workshop Papersopenconf/icml/LiL0SKLP21http://proceedings.mlr.press/v139/li21m.htmlhttps://dblp.org/rec/conf/icml/LiL0SKLP21URL#1335656Shaojie LiYong Liu 0018Sharper Generalization Bounds for Clustering.ICML6392-64022021Conference and Workshop Papersopenconf/icml/LiL21http://proceedings.mlr.press/v139/li21k.htmlhttps://dblp.org/rec/conf/icml/LiL21URL#1335657Haoran LiWei Lu 0011Mixed Cross Entropy Loss for Neural Machine Translation.ICML6425-64362021Conference and Workshop Papersopenconf/icml/LiL21ahttp://proceedings.mlr.press/v139/li21n.htmlhttps://dblp.org/rec/conf/icml/LiL21aURL#1335658Bo Li 0037Lijun LiAnkang SunChenhao Wang 0001Yingfan WangApproximate Group Fairness for Clustering.ICML6381-63912021Conference and Workshop Papersopenconf/icml/LiLSWW21http://proceedings.mlr.press/v139/li21j.htmlhttps://dblp.org/rec/conf/icml/LiLSWW21URL#1335659Yang Li 0012Junier OlivaActive Feature Acquisition with Generative Surrogate Models.ICML6450-64592021Conference and Workshop Papersopenconf/icml/LiO21http://proceedings.mlr.press/v139/li21p.htmlhttps://dblp.org/rec/conf/icml/LiO21URL#1335660Yang Li 0012Junier OlivaPartially Observed Exchangeable Modeling.ICML6460-64702021Conference and Workshop Papersopenconf/icml/LiO21ahttp://proceedings.mlr.press/v139/li21q.htmlhttps://dblp.org/rec/conf/icml/LiO21aURL#1335661Zhong LiMinxue PanTian Zhang 0001Xuandong LiTesting DNN-based Autonomous Driving Systems under Critical Environmental Conditions.ICML6471-64822021Conference and Workshop Papersopenconf/icml/LiPZL21http://proceedings.mlr.press/v139/li21r.htmlhttps://dblp.org/rec/conf/icml/LiPZL21URL#1335662Mengmeng LiTobias SutterDaniel Kuhn 0001Distributionally Robust Optimization with Markovian Data.ICML6493-65032021Conference and Workshop Papersopenconf/icml/LiSK21http://proceedings.mlr.press/v139/li21t.htmlhttps://dblp.org/rec/conf/icml/LiSK21URL#1335663Xiaocheng LiChunlin SunYinyu Ye 0001The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks.ICML6483-64922021Conference and Workshop Papersopenconf/icml/LiSY21http://proceedings.mlr.press/v139/li21s.htmlhttps://dblp.org/rec/conf/icml/LiSY21URL#1335664Xiang Li 0050Shusen WangKun ChenZhihua ZhangCommunication-Efficient Distributed SVD via Local Power Iterations.ICML6504-65142021Conference and Workshop Papersopenconf/icml/LiWCZ21http://proceedings.mlr.press/v139/li21u.htmlhttps://dblp.org/rec/conf/icml/LiWCZ21URL#1335665Bo LiQili WangGim Hee LeeFILTRA: Rethinking Steerable CNN by Filter Transform.ICML6515-65222021Conference and Workshop Papersopenconf/icml/LiWL21http://proceedings.mlr.press/v139/li21v.htmlhttps://dblp.org/rec/conf/icml/LiWL21URL#1335666Zeng LiChuanlong XieQinwen WangAsymptotic Normality and Confidence Intervals for Prediction Risk of the Min-Norm Least Squares Estimator.ICML6533-65422021Conference and Workshop Papersopenconf/icml/LiXW21http://proceedings.mlr.press/v139/li21x.htmlhttps://dblp.org/rec/conf/icml/LiXW21URL#1335667Zhuohan Li 0001Siyuan ZhuangShiyuan GuoDanyang ZhuoHao ZhangDawn SongIon StoicaTeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models.ICML6543-65522021Conference and Workshop Papersopenconf/icml/LiZGZZSS21http://proceedings.mlr.press/v139/li21y.htmlhttps://dblp.org/rec/conf/icml/LiZGZZSS21URL#1335668Xiaoyu LiZhenxun ZhuangFrancesco OrabonaA Second look at Exponential and Cosine Step Sizes: Simplicity, Adaptivity, and Performance.ICML6553-65642021Conference and Workshop Papersopenconf/icml/LiZO21http://proceedings.mlr.press/v139/li21z.htmlhttps://dblp.org/rec/conf/icml/LiZO21URL#1335669Paul Pu LiangChiyu WuLouis-Philippe MorencyRuslan SalakhutdinovTowards Understanding and Mitigating Social Biases in Language Models.ICML6565-65762021Conference and Workshop Papersopenconf/icml/LiangWMS21http://proceedings.mlr.press/v139/liang21a.htmlhttps://dblp.org/rec/conf/icml/LiangWMS21URL#1335670Tung-Che LiangJin ZhouYun-Sheng ChanTsung-Yi HoKrishnendu ChakrabartyCy LeeParallel Droplet Control in MEDA Biochips using Multi-Agent Reinforcement Learning.ICML6588-65992021Conference and Workshop Papersopenconf/icml/LiangZCHCL21http://proceedings.mlr.press/v139/liang21c.htmlhttps://dblp.org/rec/conf/icml/LiangZCHCL21URL#1335671Kaizhao LiangJacky Y. ZhangBoxin WangZhuolin YangSanmi KoyejoBo Li 0026Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability.ICML6577-65872021Conference and Workshop Papersopenconf/icml/LiangZWYKL21http://proceedings.mlr.press/v139/liang21b.htmlhttps://dblp.org/rec/conf/icml/LiangZWYKL21URL#1335672Peiyuan LiaoHan Zhao 0002Keyulu XuTommi S. JaakkolaGeoffrey J. GordonStefanie JegelkaRuslan SalakhutdinovInformation Obfuscation of Graph Neural Networks.ICML6600-66102021Conference and Workshop Papersopenconf/icml/Liao0XJGJS21http://proceedings.mlr.press/v139/liao21a.htmlhttps://dblp.org/rec/conf/icml/Liao0XJGJS21URL#1335673Gabriele LibardiGianni De FabritiisSebastian DittertGuided Exploration with Proximal Policy Optimization using a Single Demonstration.ICML6611-66202021Conference and Workshop Papersopenconf/icml/LibardiFD21http://proceedings.mlr.press/v139/libardi21a.htmlhttps://dblp.org/rec/conf/icml/LibardiFD21URL#1335674Valerii LikhosherstovXingyou SongKrzysztof ChoromanskiJared Quincy DavisAdrian WellerDebiasing a First-order Heuristic for Approximate Bi-level Optimization.ICML6621-66302021Conference and Workshop Papersopenconf/icml/LikhosherstovSC21http://proceedings.mlr.press/v139/likhosherstov21a.htmlhttps://dblp.org/rec/conf/icml/LikhosherstovSC21URL#1335675Chi-Heng LinMehdi AzabouEva L. DyerMaking transport more robust and interpretable by moving data through a small number of anchor points.ICML6631-66412021Conference and Workshop Papersopenconf/icml/LinAD21http://proceedings.mlr.press/v139/lin21a.htmlhttps://dblp.org/rec/conf/icml/LinAD21URL#1335676Xiang LinSimeng HanShafiq R. JotyStraight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation.ICML6642-66532021Conference and Workshop Papersopenconf/icml/LinHJ21http://proceedings.mlr.press/v139/lin21b.htmlhttps://dblp.org/rec/conf/icml/LinHJ21URL#1335677Wanyu LinHao LanBaochun LiGenerative Causal Explanations for Graph Neural Networks.ICML6666-66792021Conference and Workshop Papersopenconf/icml/LinLL21http://proceedings.mlr.press/v139/lin21d.htmlhttps://dblp.org/rec/conf/icml/LinLL21URL#1335678Wu LinFrank NielsenMohammad Emtiyaz KhanMark Schmidt 0001Tractable structured natural-gradient descent using local parameterizations.ICML6680-66912021Conference and Workshop Papersopenconf/icml/LinNK021http://proceedings.mlr.press/v139/lin21e.htmlhttps://dblp.org/rec/conf/icml/LinNK021URL#1335679Dominik LinznerHeinz KoepplActive Learning of Continuous-time Bayesian Networks through Interventions.ICML6692-67012021Conference and Workshop Papersopenconf/icml/LinznerK21http://proceedings.mlr.press/v139/linzner21a.htmlhttps://dblp.org/rec/conf/icml/LinznerK21URL#1335680Yaron LipmanPhase Transitions, Distance Functions, and Implicit Neural Representations.ICML6702-67122021Conference and Workshop Papersopenconf/icml/Lipman21http://proceedings.mlr.press/v139/lipman21a.htmlhttps://dblp.org/rec/conf/icml/Lipman21URL#1335681Florian ListThe Earth Mover's Pinball Loss: Quantiles for Histogram-Valued Regression.ICML6713-67242021Conference and Workshop Papersopenconf/icml/List21http://proceedings.mlr.press/v139/list21a.htmlhttps://dblp.org/rec/conf/icml/List21URL#1335682Xinwang Liu 0002Li Liu 0002Qing Liao 0001Siwei Wang 0001Yi ZhangWenxuan TuChang TangJiyuan Liu 0003En ZhuOne Pass Late Fusion Multi-view Clustering.ICML6850-68592021Conference and Workshop Papersopenconf/icml/Liu0LWZTT0Z21http://proceedings.mlr.press/v139/liu21l.htmlhttps://dblp.org/rec/conf/icml/Liu0LWZTT0Z21URL#1335683Yang LiuUnderstanding Instance-Level Label Noise: Disparate Impacts and Treatments.ICML6725-67352021Conference and Workshop Papersopenconf/icml/Liu21http://proceedings.mlr.press/v139/liu21a.htmlhttps://dblp.org/rec/conf/icml/Liu21URL#1335684Hao Liu 0055Pieter AbbeelAPS: Active Pretraining with Successor Features.ICML6736-67472021Conference and Workshop Papersopenconf/icml/LiuA21http://proceedings.mlr.press/v139/liu21b.htmlhttps://dblp.org/rec/conf/icml/LiuA21URL#1335685Yang LiuJeremy BernsteinMarkus MeisterYisong YueLearning by Turning: Neural Architecture Aware Optimisation.ICML6748-67582021Conference and Workshop Papersopenconf/icml/LiuBMY21http://proceedings.mlr.press/v139/liu21c.htmlhttps://dblp.org/rec/conf/icml/LiuBMY21URL#1335686Guan-Horng LiuTianrong ChenEvangelos A. TheodorouDynamic Game Theoretic Neural Optimizer.ICML6759-67692021Conference and Workshop Papersopenconf/icml/LiuCT21http://proceedings.mlr.press/v139/liu21d.htmlhttps://dblp.org/rec/conf/icml/LiuCT21URL#1335687Hao Liu 0028Minshuo ChenTuo ZhaoWenjing LiaoBesov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks.ICML6770-67802021Conference and Workshop Papersopenconf/icml/LiuCZL21http://proceedings.mlr.press/v139/liu21e.htmlhttps://dblp.org/rec/conf/icml/LiuCZL21URL#1335688Jiashuo LiuZheyuan HuPeng Cui 0001Bo Li 0064Zheyan ShenHeterogeneous Risk Minimization.ICML6804-68142021Conference and Workshop Papersopenconf/icml/LiuH00S21http://proceedings.mlr.press/v139/liu21h.htmlhttps://dblp.org/rec/conf/icml/LiuH00S21URL#1335689Siqi LiuMilos HauskrechtEvent Outlier Detection in Continuous Time.ICML6793-68032021Conference and Workshop Papersopenconf/icml/LiuH21http://proceedings.mlr.press/v139/liu21g.htmlhttps://dblp.org/rec/conf/icml/LiuH21URL#1335690Evan Zheran LiuBehzad HaghgooAnnie S. ChenAditi RaghunathanPang Wei KohShiori SagawaPercy LiangChelsea FinnJust Train Twice: Improving Group Robustness without Training Group Information.ICML6781-67922021Conference and Workshop Papersopenconf/icml/LiuHCRKSLF21http://proceedings.mlr.press/v139/liu21f.htmlhttps://dblp.org/rec/conf/icml/LiuHCRKSLF21URL#1335691Linfeng LiuMichael C. HughesSoha HassounLiping Liu 0001Stochastic Iterative Graph Matching.ICML6815-68252021Conference and Workshop Papersopenconf/icml/LiuHHL21http://proceedings.mlr.press/v139/liu21i.htmlhttps://dblp.org/rec/conf/icml/LiuHHL21URL#1335692Xiaorui LiuWei Jin 0009Yao Ma 0001Yaxin Li 0001Hua LiuYiqi Wang 0001Ming Yan 0006Jiliang TangElastic Graph Neural Networks.ICML6837-68492021Conference and Workshop Papersopenconf/icml/LiuJ0LLW0T21http://proceedings.mlr.press/v139/liu21k.htmlhttps://dblp.org/rec/conf/icml/LiuJ0LLW0T21URL#1335693Iou-Jen LiuUnnat JainRaymond A. YehAlexander G. SchwingCooperative Exploration for Multi-Agent Deep Reinforcement Learning.ICML6826-68362021Conference and Workshop Papersopenconf/icml/LiuJYS21http://proceedings.mlr.press/v139/liu21j.htmlhttps://dblp.org/rec/conf/icml/LiuJYS21URL#1335694Bo Liu 0042Qiang Liu 0001Peter StoneAnimesh GargYuke ZhuAnima AnandkumarCoach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition.ICML6860-68702021Conference and Workshop Papersopenconf/icml/LiuLSGZA21http://proceedings.mlr.press/v139/liu21m.htmlhttps://dblp.org/rec/conf/icml/LiuLSGZA21URL#1335695Kangqiao LiuZiyin LiuMasahito UedaNoise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent.ICML7045-70562021Conference and Workshop Papersopenconf/icml/LiuLU21http://proceedings.mlr.press/v139/liu21ad.htmlhttps://dblp.org/rec/conf/icml/LiuLU21URL#1335696Yiwei LiuJiamou LiuKaibin WanZhan QinZijian Zhang 0001Bakhadyr KhoussainovLiehuang ZhuFrom Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures with Incremental Social Instruments.ICML6871-68812021Conference and Workshop Papersopenconf/icml/LiuLWQ0KZ21http://proceedings.mlr.press/v139/liu21n.htmlhttps://dblp.org/rec/conf/icml/LiuLWQ0KZ21URL#1335697Risheng LiuXuan LiuXiaoming Yuan 0001Shangzhi ZengJin Zhang 0002A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization.ICML6882-68922021Conference and Workshop Papersopenconf/icml/LiuLYZZ21http://proceedings.mlr.press/v139/liu21o.htmlhttps://dblp.org/rec/conf/icml/LiuLYZZ21URL#1335698Shiwei LiuDecebal Constantin MocanuYulong PeiMykola PechenizkiySelfish Sparse RNN Training.ICML6893-69042021Conference and Workshop Papersopenconf/icml/LiuMPP21http://proceedings.mlr.press/v139/liu21p.htmlhttps://dblp.org/rec/conf/icml/LiuMPP21URL#1335699Rui LiuAlex OlshevskyTemporal Difference Learning as Gradient Splitting.ICML6905-69132021Conference and Workshop Papersopenconf/icml/LiuO21http://proceedings.mlr.press/v139/liu21q.htmlhttps://dblp.org/rec/conf/icml/LiuO21URL#1335700Zifan LiuJongho Park 0004Theodoros RekatsinasChristos TzamosOn Robust Mean Estimation under Coordinate-level Corruption.ICML6914-69242021Conference and Workshop Papersopenconf/icml/LiuPRT21http://proceedings.mlr.press/v139/liu21r.htmlhttps://dblp.org/rec/conf/icml/LiuPRT21URL#1335701Evan Zheran LiuAditi RaghunathanPercy LiangChelsea FinnDecoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices.ICML6925-69352021Conference and Workshop Papersopenconf/icml/LiuRLF21http://proceedings.mlr.press/v139/liu21s.htmlhttps://dblp.org/rec/conf/icml/LiuRLF21URL#1335702Yuhan LiuShiliang SunSagaNet: A Small Sample Gated Network for Pediatric Cancer Diagnosis.ICML6947-69562021Conference and Workshop Papersopenconf/icml/LiuS21http://proceedings.mlr.press/v139/liu21u.htmlhttps://dblp.org/rec/conf/icml/LiuS21URL#1335703Zechun LiuZhiqiang ShenShichao Li 0002Koen HelwegenDong Huang 0007Kwang-Ting ChengHow Do Adam and Training Strategies Help BNNs Optimization.ICML6936-69462021Conference and Workshop Papersopenconf/icml/LiuSLHHC21http://proceedings.mlr.press/v139/liu21t.htmlhttps://dblp.org/rec/conf/icml/LiuSLHHC21URL#1335704Boyang LiuMengying SunDing WangPang-Ning TanJiayu ZhouLearning Deep Neural Networks under Agnostic Corrupted Supervision.ICML6957-69672021Conference and Workshop Papersopenconf/icml/LiuSWTZ21http://proceedings.mlr.press/v139/liu21v.htmlhttps://dblp.org/rec/conf/icml/LiuSWTZ21URL#1335705Terrance LiuGiuseppe VietriThomas Steinke 0002Jonathan R. UllmanZhiwei Steven WuLeveraging Public Data for Practical Private Query Release.ICML6968-69772021Conference and Workshop Papersopenconf/icml/LiuV0UW21http://proceedings.mlr.press/v139/liu21w.htmlhttps://dblp.org/rec/conf/icml/LiuV0UW21URL#1335706Hanwen LiuZhenyu WengYuesheng ZhuWatermarking Deep Neural Networks with Greedy Residuals.ICML6978-69882021Conference and Workshop Papersopenconf/icml/LiuWZ21http://proceedings.mlr.press/v139/liu21x.htmlhttps://dblp.org/rec/conf/icml/LiuWZ21URL#1335707Qinghua LiuTiancheng YuYu Bai 0017Chi Jin 0001A Sharp Analysis of Model-based Reinforcement Learning with Self-Play.ICML7001-70102021Conference and Workshop Papersopenconf/icml/LiuYBJ21http://proceedings.mlr.press/v139/liu21z.htmlhttps://dblp.org/rec/conf/icml/LiuYBJ21URL#1335708Shiwei LiuLu Yin 0006Decebal Constantin MocanuMykola PechenizkiyDo We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training.ICML6989-70002021Conference and Workshop Papersopenconf/icml/LiuYMP21http://proceedings.mlr.press/v139/liu21y.htmlhttps://dblp.org/rec/conf/icml/LiuYMP21URL#1335709Liyang LiuShilong ZhangZhanghui KuangAojun ZhouJing-Hao XueXinjiang WangYimin ChenWenming YangQingmin LiaoWayne ZhangGroup Fisher Pruning for Practical Network Compression.ICML7021-70322021Conference and Workshop Papersopenconf/icml/LiuZKZXWCYLZ21http://proceedings.mlr.press/v139/liu21ab.htmlhttps://dblp.org/rec/conf/icml/LiuZKZXWCYLZ21URL#1335710Lewis LiuYufeng Zhang 0007Zhuoran YangReza Babanezhad 0001Zhaoran Wang 0001Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport.ICML7033-70442021Conference and Workshop Papersopenconf/icml/LiuZYBW21http://proceedings.mlr.press/v139/liu21ac.htmlhttps://dblp.org/rec/conf/icml/LiuZYBW21URL#1335711Antoine LiutkusOndrej CífkaShih-Lun WuUmut SimsekliYi-Hsuan YangGaël RichardRelative Positional Encoding for Transformers with Linear Complexity.ICML7067-70792021Conference and Workshop Papersopenconf/icml/LiutkusCWSYR21http://proceedings.mlr.press/v139/liutkus21a.htmlhttps://dblp.org/rec/conf/icml/LiutkusCWSYR21URL#1335712Alfonso LobosPaul GrigasZheng WenJoint Online Learning and Decision-making via Dual Mirror Descent.ICML7080-70892021Conference and Workshop Papersopenconf/icml/LobosGW21http://proceedings.mlr.press/v139/lobos21a.htmlhttps://dblp.org/rec/conf/icml/LobosGW21URL#1335713Federico López 0002Beatrice PozzettiSteve TrettelMichael Strube 0001Anna WienhardSymmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach.ICML7090-71012021Conference and Workshop Papersopenconf/icml/LopezPT0W21http://proceedings.mlr.press/v139/lopez21a.htmlhttps://dblp.org/rec/conf/icml/LopezPT0W21URL#1335714Qian LouLei Jiang 0001HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture.ICML7102-71102021Conference and Workshop Papersopenconf/icml/Lou021http://proceedings.mlr.press/v139/lou21a.htmlhttps://dblp.org/rec/conf/icml/Lou021URL#1335715Yang Young LuWenbo Guo 0002Xinyu XingWilliam Stafford NobleDANCE: Enhancing saliency maps using decoys.ICML7124-71332021Conference and Workshop Papersopenconf/icml/Lu0XN21http://proceedings.mlr.press/v139/lu21b.htmlhttps://dblp.org/rec/conf/icml/Lu0XN21URL#1335716Nan LuShida LeiGang Niu 0001Issei SatoMasashi SugiyamaBinary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification.ICML7134-71442021Conference and Workshop Papersopenconf/icml/LuL0SS21http://proceedings.mlr.press/v139/lu21c.htmlhttps://dblp.org/rec/conf/icml/LuL0SS21URL#1335717Yucheng LuYoungsuk ParkLifan ChenYuyang Wang 0001Christopher De SaDean FosterVariance Reduced Training with Stratified Sampling for Forecasting Models.ICML7145-71552021Conference and Workshop Papersopenconf/icml/LuPCWSF21http://proceedings.mlr.press/v139/lu21d.htmlhttps://dblp.org/rec/conf/icml/LuPCWSF21URL#1335718Yucheng LuChristopher De SaOptimal Complexity in Decentralized Training.ICML7111-71232021Conference and Workshop Papersopenconf/icml/LuS21http://proceedings.mlr.press/v139/lu21a.htmlhttps://dblp.org/rec/conf/icml/LuS21URL#1335719Yang Young LuTimothy C. YuGiancarlo BonoraWilliam Stafford NobleACE: Explaining cluster from an adversarial perspective.ICML7156-71672021Conference and Workshop Papersopenconf/icml/LuYBN21http://proceedings.mlr.press/v139/lu21e.htmlhttps://dblp.org/rec/conf/icml/LuYBN21URL#1335720James LucasJuhan BaeMichael R. ZhangStanislav FortRichard S. ZemelRoger B. GrosseOn Monotonic Linear Interpolation of Neural Network Parameters.ICML7168-71792021Conference and Workshop Papersopenconf/icml/LucasBZFZG21http://proceedings.mlr.press/v139/lucas21a.htmlhttps://dblp.org/rec/conf/icml/LucasBZFZG21URL#1335721Denis LukovnikovAsja FischerImproving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies.ICML7180-71912021Conference and Workshop Papersopenconf/icml/LukovnikovF21http://proceedings.mlr.press/v139/lukovnikov21a.htmlhttps://dblp.org/rec/conf/icml/LukovnikovF21URL#1335722Youzhi LuoKeqiang YanShuiwang JiGraphDF: A Discrete Flow Model for Molecular Graph Generation.ICML7192-72032021Conference and Workshop Papersopenconf/icml/LuoYJ21http://proceedings.mlr.press/v139/luo21a.htmlhttps://dblp.org/rec/conf/icml/LuoYJ21URL#1335723Andrei LupuBrandon CuiHengyuan HuJakob N. FoersterTrajectory Diversity for Zero-Shot Coordination.ICML7204-72132021Conference and Workshop Papersopenconf/icml/LupuCHF21http://proceedings.mlr.press/v139/lupu21a.htmlhttps://dblp.org/rec/conf/icml/LupuCHF21URL#1335724Shahar LutatiLior WolfHyperHyperNetwork for the Design of Antenna Arrays.ICML7214-72232021Conference and Workshop Papersopenconf/icml/LutatiW21http://proceedings.mlr.press/v139/lutati21a.htmlhttps://dblp.org/rec/conf/icml/LutatiW21URL#1335725Michael LutterShie MannorJan Peters 0001Dieter FoxAnimesh GargValue Iteration in Continuous Actions, States and Time.ICML7224-72342021Conference and Workshop Papersopenconf/icml/LutterM0FG21http://proceedings.mlr.press/v139/lutter21a.htmlhttps://dblp.org/rec/conf/icml/LutterM0FG21URL#1335726Xingchen MaMatthew B. BlaschkoMeta-Cal: Well-controlled Post-hoc Calibration by Ranking.ICML7235-72452021Conference and Workshop Papersopenconf/icml/MaB21http://proceedings.mlr.press/v139/ma21a.htmlhttps://dblp.org/rec/conf/icml/MaB21URL#1335727Baorui MaZhizhong HanYu-Shen LiuMatthias ZwickerNeural-Pull: Learning Signed Distance Function from Point clouds by Learning to Pull Space onto Surface.ICML7246-72572021Conference and Workshop Papersopenconf/icml/MaHLZ21http://proceedings.mlr.press/v139/ma21b.htmlhttps://dblp.org/rec/conf/icml/MaHLZ21URL#1335728Shaojun MaShu LiuHongyuan ZhaHaomin Zhou 0001Learning Stochastic Behaviour from Aggregate Data.ICML7258-72672021Conference and Workshop Papersopenconf/icml/MaLZ021http://proceedings.mlr.press/v139/ma21c.htmlhttps://dblp.org/rec/conf/icml/MaLZ021URL#1335729Peter MacgregorHe Sun 0001Local Algorithms for Finding Densely Connected Clusters.ICML7268-72782021Conference and Workshop Papersopenconf/icml/MacgregorS21http://proceedings.mlr.press/v139/macgregor21a.htmlhttps://dblp.org/rec/conf/icml/MacgregorS21URL#1335730Divyam MadaanJinwoo ShinSung Ju HwangLearning to Generate Noise for Multi-Attack Robustness.ICML7279-72892021Conference and Workshop Papersopenconf/icml/MadaanSH21http://proceedings.mlr.press/v139/madaan21a.htmlhttps://dblp.org/rec/conf/icml/MadaanSH21URL#1335731Mauro MaggioniJason MillerHongda QiuMing Zhong 0008Learning Interaction Kernels for Agent Systems on Riemannian Manifolds.ICML7290-73002021Conference and Workshop Papersopenconf/icml/MaggioniMQZ21http://proceedings.mlr.press/v139/maggioni21a.htmlhttps://dblp.org/rec/conf/icml/MaggioniMQZ21URL#1335732Anuj MahajanMikayel SamvelyanLei MaoViktor MakoviychukAnimesh GargJean KossaifiShimon WhitesonYuke ZhuAnimashree AnandkumarTesseract: Tensorised Actors for Multi-Agent Reinforcement Learning.ICML7301-73122021Conference and Workshop Papersopenconf/icml/MahajanSMMGKWZA21http://proceedings.mlr.press/v139/mahajan21a.htmlhttps://dblp.org/rec/conf/icml/MahajanSMMGKWZA21URL#1335733Divyat MahajanShruti TopleAmit Sharma 0007Domain Generalization using Causal Matching.ICML7313-73242021Conference and Workshop Papersopenconf/icml/MahajanTS21http://proceedings.mlr.press/v139/mahajan21b.htmlhttps://dblp.org/rec/conf/icml/MahajanTS21URL#1335734Vien V. MaiMikael Johansson 0001Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness.ICML7325-73352021Conference and Workshop Papersopenconf/icml/Mai021http://proceedings.mlr.press/v139/mai21a.htmlhttps://dblp.org/rec/conf/icml/Mai021URL#1335735Carol MakFabian ZaiserLuke OngNonparametric Hamiltonian Monte Carlo.ICML7336-73472021Conference and Workshop Papersopenconf/icml/MakZO21http://proceedings.mlr.press/v139/mak21a.htmlhttps://dblp.org/rec/conf/icml/MakZO21URL#1335736Maggie MakarLauren WestDavid HooperEric HorvitzErica ShenoyJohn V. GuttagExploiting structured data for learning contagious diseases under incomplete testing.ICML7348-73572021Conference and Workshop Papersopenconf/icml/MakarWHHSG21http://proceedings.mlr.press/v139/makar21a.htmlhttps://dblp.org/rec/conf/icml/MakarWHHSG21URL#1335737Konstantin MakarychevLiren ShanNear-Optimal Algorithms for Explainable k-Medians and k-Means.ICML7358-73672021Conference and Workshop Papersopenconf/icml/MakarychevS21http://proceedings.mlr.press/v139/makarychev21a.htmlhttps://dblp.org/rec/conf/icml/MakarychevS21URL#1335738Ashok Vardhan MakkuvaXiyang LiuMohammad Vahid JamaliHessam MahdavifarSewoong OhPramod ViswanathKO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning.ICML7368-73782021Conference and Workshop Papersopenconf/icml/MakkuvaLJMOV21http://proceedings.mlr.press/v139/makkuva21a.htmlhttps://dblp.org/rec/conf/icml/MakkuvaLJMOV21URL#1335739Eran MalachPritish KamathEmmanuel AbbeNathan SrebroQuantifying the Benefit of Using Differentiable Learning over Tangent Kernels.ICML7379-73892021Conference and Workshop Papersopenconf/icml/MalachKAS21http://proceedings.mlr.press/v139/malach21a.htmlhttps://dblp.org/rec/conf/icml/MalachKAS21URL#1335740Shehryar MalikUsman AnwarAlireza AghasiAli Ahmed 0004Inverse Constrained Reinforcement Learning.ICML7390-73992021Conference and Workshop Papersopenconf/icml/MalikAA021http://proceedings.mlr.press/v139/malik21a.htmlhttps://dblp.org/rec/conf/icml/MalikAA021URL#1335741Osman Asif MalikStephen BeckerA Sampling-Based Method for Tensor Ring Decomposition.ICML7400-74112021Conference and Workshop Papersopenconf/icml/MalikB21http://proceedings.mlr.press/v139/malik21b.htmlhttps://dblp.org/rec/conf/icml/MalikB21URL#1335742Dhruv MalikAldo PacchianoVishwak SrinivasanYuanzhi LiSample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity.ICML7412-74222021Conference and Workshop Papersopenconf/icml/MalikPSL21http://proceedings.mlr.press/v139/malik21c.htmlhttps://dblp.org/rec/conf/icml/MalikPSL21URL#1335743Gustavo MalkomesBolong ChengEric Hans LeeMike MccourtBeyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design.ICML7423-74342021Conference and Workshop Papersopenconf/icml/MalkomesCLM21http://proceedings.mlr.press/v139/malkomes21a.htmlhttps://dblp.org/rec/conf/icml/MalkomesCLM21URL#1335744Weichao MaoKaiqing ZhangRuihao ZhuDavid Simchi-LeviTamer BasarNear-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs.ICML7447-74582021Conference and Workshop Papersopenconf/icml/MaoZZSB21http://proceedings.mlr.press/v139/mao21b.htmlhttps://dblp.org/rec/conf/icml/MaoZZSB21URL#1335745Aymen Al MarjaniAlexandre ProutièreAdaptive Sampling for Best Policy Identification in Markov Decision Processes.ICML7459-74682021Conference and Workshop Papersopenconf/icml/MarjaniP21http://proceedings.mlr.press/v139/marjani21a.htmlhttps://dblp.org/rec/conf/icml/MarjaniP21URL#1335746Luke MarrisPaul MullerMarc LanctotKarl TuylsThore GraepelMulti-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers.ICML7480-74912021Conference and Workshop Papersopenconf/icml/MarrisMLTG21http://proceedings.mlr.press/v139/marris21a.htmlhttps://dblp.org/rec/conf/icml/MarrisMLTG21URL#1335747Natalia MartínezMartín BertránAfroditi PapadakiMiguel R. D. RodriguesGuillermo SapiroBlind Pareto Fairness and Subgroup Robustness.ICML7492-75012021Conference and Workshop Papersopenconf/icml/MartinezBPRS21http://proceedings.mlr.press/v139/martinez21a.htmlhttps://dblp.org/rec/conf/icml/MartinezBPRS21URL#1335748Atalanti-Anastasia MastakouriBernhard SchölkopfDominik JanzingNecessary and sufficient conditions for causal feature selection in time series with latent common causes.ICML7502-75112021Conference and Workshop Papersopenconf/icml/MastakouriSJ21http://proceedings.mlr.press/v139/mastakouri21a.htmlhttps://dblp.org/rec/conf/icml/MastakouriSJ21URL#1335749Afsaneh MastouriYuchen ZhuLimor GultchinAnna KorbaRicardo SilvaMatt J. KusnerArthur GrettonKrikamol MuandetProximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction.ICML7512-75232021Conference and Workshop Papersopenconf/icml/MastouriZGKSKGM21http://proceedings.mlr.press/v139/mastouri21a.htmlhttps://dblp.org/rec/conf/icml/MastouriZGKSKGM21URL#1335750Andreas MaurerDaniela Angela ParlettaAndrea PaudiceMassimiliano PontilRobust Unsupervised Learning via L-statistic Minimization.ICML7524-75332021Conference and Workshop Papersopenconf/icml/MaurerPPP21http://proceedings.mlr.press/v139/maurer21a.htmlhttps://dblp.org/rec/conf/icml/MaurerPPP21URL#1335751Alessio MazzettoCyrus CousinsDylan SamStephen H. BachEli UpfalAdversarial Multi Class Learning under Weak Supervision with Performance Guarantees.ICML7534-75432021Conference and Workshop Papersopenconf/icml/MazzettoCSBU21http://proceedings.mlr.press/v139/mazzetto21a.htmlhttps://dblp.org/rec/conf/icml/MazzettoCSBU21URL#1335752Mohammad MehrabiAdel JavanmardRyan A. RossiAnup B. RaoTung MaiFundamental Tradeoffs in Distributionally Adversarial Training.ICML7544-75542021Conference and Workshop Papersopenconf/icml/MehrabiJRRM21http://proceedings.mlr.press/v139/mehrabi21a.htmlhttps://dblp.org/rec/conf/icml/MehrabiJRRM21URL#1335753Jincheng MeiYue GaoBo Dai 0001Csaba SzepesváriDale SchuurmansLeveraging Non-uniformity in First-order Non-convex Optimization.ICML7555-75642021Conference and Workshop Papersopenconf/icml/MeiGDSS21http://proceedings.mlr.press/v139/mei21a.htmlhttps://dblp.org/rec/conf/icml/MeiGDSS21URL#1335754Eli A. MeiromHaggai MaronShie MannorGal ChechikControlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks.ICML7565-75772021Conference and Workshop Papersopenconf/icml/MeiromMMC21http://proceedings.mlr.press/v139/meirom21a.htmlhttps://dblp.org/rec/conf/icml/MeiromMMC21URL#1335755Gabriel MelSurya GanguliA theory of high dimensional regression with arbitrary correlations between input features and target functions: sample complexity, multiple descent curves and a hierarchy of phase transitions.ICML7578-75872021Conference and Workshop Papersopenconf/icml/MelG21http://proceedings.mlr.press/v139/mel21a.htmlhttps://dblp.org/rec/conf/icml/MelG21URL#1335756Joe MellorJack TurnerAmos J. StorkeyElliot J. CrowleyNeural Architecture Search without Training.ICML7588-75982021Conference and Workshop Papersopenconf/icml/MellorTSC21http://proceedings.mlr.press/v139/mellor21a.htmlhttps://dblp.org/rec/conf/icml/MellorTSC21URL#1335757Pierre MénardOmar Darwiche DominguesAnders Jonsson 0001Emilie KaufmannEdouard LeurentMichal ValkoFast active learning for pure exploration in reinforcement learning.ICML7599-76082021Conference and Workshop Papersopenconf/icml/MenardDJKLV21http://proceedings.mlr.press/v139/menard21a.htmlhttps://dblp.org/rec/conf/icml/MenardDJKLV21URL#1335758Pierre MénardOmar Darwiche DominguesXuedong ShangMichal ValkoUCB Momentum Q-learning: Correcting the bias without forgetting.ICML7609-76182021Conference and Workshop Papersopenconf/icml/MenardDSV21http://proceedings.mlr.press/v139/menard21b.htmlhttps://dblp.org/rec/conf/icml/MenardDSV21URL#1335759Tao MengKai-Wei ChangAn Integer Linear Programming Framework for Mining Constraints from Data.ICML7619-76312021Conference and Workshop Papersopenconf/icml/MengC21http://proceedings.mlr.press/v139/meng21a.htmlhttps://dblp.org/rec/conf/icml/MengC21URL#1335760Aditya Krishna MenonAnkit Singh RawatSashank J. ReddiSeungyeon KimSanjiv KumarA statistical perspective on distillation.ICML7632-76422021Conference and Workshop Papersopenconf/icml/MenonRRKK21http://proceedings.mlr.press/v139/menon21a.htmlhttps://dblp.org/rec/conf/icml/MenonRRKK21URL#1335761Amil MerchantLuke MetzSamuel S. SchoenholzEkin D. CubukLearn2Hop: Learned Optimization on Rough Landscapes.ICML7643-76532021Conference and Workshop Papersopenconf/icml/MerchantMSC21http://proceedings.mlr.press/v139/merchant21a.htmlhttps://dblp.org/rec/conf/icml/MerchantMSC21URL#1335762Thomas MesnardTheophane WeberFabio ViolaShantanu ThakoorAlaa SaadeAnna HarutyunyanWill DabneyThomas S. StepletonNicolas HeessArthur GuezEric MoulinesMarcus HutterLars BuesingRémi MunosCounterfactual Credit Assignment in Model-Free Reinforcement Learning.ICML7654-76642021Conference and Workshop Papersopenconf/icml/MesnardWVTSHDSH21http://proceedings.mlr.press/v139/mesnard21a.htmlhttps://dblp.org/rec/conf/icml/MesnardWVTSHDSH21URL#1335763Alberto Maria MetelliGiorgia RamponiAlessandro ConcettiMarcello RestelliProvably Efficient Learning of Transferable Rewards.ICML7665-76762021Conference and Workshop Papersopenconf/icml/MetelliRCR21http://proceedings.mlr.press/v139/metelli21a.htmlhttps://dblp.org/rec/conf/icml/MetelliRCR21URL#1335764Laurent MeunierMeyer ScetbonRafael PinotJamal AtifYann ChevaleyreMixed Nash Equilibria in the Adversarial Examples Game.ICML7677-76872021Conference and Workshop Papersopenconf/icml/MeunierSPAC21http://proceedings.mlr.press/v139/meunier21a.htmlhttps://dblp.org/rec/conf/icml/MeunierSPAC21URL#1335765David Henry MguniYutong Wu 0005Yali Du 0001Yaodong Yang 0001Ziyi Wang 0004Minne LiYing Wen 0001Joel JenningsJun Wang 0012Learning in Nonzero-Sum Stochastic Games with Potentials.ICML7688-76992021Conference and Workshop Papersopenconf/icml/MguniWDYWLWJW21http://proceedings.mlr.press/v139/mguni21a.htmlhttps://dblp.org/rec/conf/icml/MguniWDYWLWJW21URL#1335766Chenfeng MiaoShuang LiangZhengchen LiuMinchuan ChenJun Ma 0018Shaojun WangJing Xiao 0006EfficientTTS: An Efficient and High-Quality Text-to-Speech Architecture.ICML7700-77092021Conference and Workshop Papersopenconf/icml/MiaoLLCMWX21http://proceedings.mlr.press/v139/miao21a.htmlhttps://dblp.org/rec/conf/icml/MiaoLLCMWX21URL#1335767John Miller 0001Juan C. PerdomoTijana ZrnicOutside the Echo Chamber: Optimizing the Performative Risk.ICML7710-77202021Conference and Workshop Papersopenconf/icml/MillerPZ21http://proceedings.mlr.press/v139/miller21a.htmlhttps://dblp.org/rec/conf/icml/MillerPZ21URL#1335768John Miller 0001Rohan TaoriAditi RaghunathanShiori SagawaPang Wei KohVaishaal ShankarPercy LiangYair CarmonLudwig SchmidtAccuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization.ICML7721-77352021Conference and Workshop Papersopenconf/icml/MillerTRSKSLCS21http://proceedings.mlr.press/v139/miller21b.htmlhttps://dblp.org/rec/conf/icml/MillerTRSKSLCS21URL#1335769Ming MinRuimeng HuSignatured Deep Fictitious Play for Mean Field Games with Common Noise.ICML7736-77472021Conference and Workshop Papersopenconf/icml/MinH21http://proceedings.mlr.press/v139/min21a.htmlhttps://dblp.org/rec/conf/icml/MinH21URL#1335770Dongchan MinDong Bok LeeEunho YangSung Ju HwangMeta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation.ICML7748-77592021Conference and Workshop Papersopenconf/icml/MinLYH21http://proceedings.mlr.press/v139/min21b.htmlhttps://dblp.org/rec/conf/icml/MinLYH21URL#1335771Hancheng MinSalma TarmounRené VidalEnrique MalladaOn the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks.ICML7760-77682021Conference and Workshop Papersopenconf/icml/MinTVM21http://proceedings.mlr.press/v139/min21c.htmlhttps://dblp.org/rec/conf/icml/MinTVM21URL#1335772Graziano MitaMaurizio FilipponePietro MichiardiAn Identifiable Double VAE For Disentangled Representations.ICML7769-77792021Conference and Workshop Papersopenconf/icml/MitaFM21http://proceedings.mlr.press/v139/mita21a.htmlhttps://dblp.org/rec/conf/icml/MitaFM21URL#1335773Eric MitchellRafael RafailovXue Bin PengSergey LevineChelsea FinnOffline Meta-Reinforcement Learning with Advantage Weighting.ICML7780-77912021Conference and Workshop Papersopenconf/icml/MitchellRPLF21http://proceedings.mlr.press/v139/mitchell21a.htmlhttps://dblp.org/rec/conf/icml/MitchellRPLF21URL#1335774Taiki MiyagawaAkinori F. EbiharaThe Power of Log-Sum-Exp: Sequential Density Ratio Matrix Estimation for Speed-Accuracy Optimization.ICML7792-78042021Conference and Workshop Papersopenconf/icml/MiyagawaE21http://proceedings.mlr.press/v139/miyagawa21a.htmlhttps://dblp.org/rec/conf/icml/MiyagawaE21URL#1335775Dustin MorrillRyan D'OrazioMarc LanctotJames R. WrightMichael BowlingAmy R. GreenwaldEfficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games.ICML7818-78282021Conference and Workshop Papersopenconf/icml/MorrillDLWBG21http://proceedings.mlr.press/v139/morrill21a.htmlhttps://dblp.org/rec/conf/icml/MorrillDLWBG21URL#1335776James MorrillCristopher SalviPatrick KidgerJames FosterNeural Rough Differential Equations for Long Time Series.ICML7829-78382021Conference and Workshop Papersopenconf/icml/MorrillSKF21http://proceedings.mlr.press/v139/morrill21b.htmlhttps://dblp.org/rec/conf/icml/MorrillSKF21URL#1335777Michal MoshkovitzYao-Yuan YangKamalika ChaudhuriConnecting Interpretability and Robustness in Decision Trees through Separation.ICML7839-78492021Conference and Workshop Papersopenconf/icml/MoshkovitzYC21http://proceedings.mlr.press/v139/moshkovitz21a.htmlhttps://dblp.org/rec/conf/icml/MoshkovitzYC21URL#1335778Debarghya MukherjeeAritra GuhaJustin M. SolomonYuekai SunMikhail YurochkinOutlier-Robust Optimal Transport.ICML7850-78602021Conference and Workshop Papersopenconf/icml/MukherjeeGSSY21http://proceedings.mlr.press/v139/mukherjee21a.htmlhttps://dblp.org/rec/conf/icml/MukherjeeGSSY21URL#1335779Alexander MunteanuSimon OmlorDavid P. WoodruffOblivious Sketching for Logistic Regression.ICML7861-78712021Conference and Workshop Papersopenconf/icml/MunteanuOW21http://proceedings.mlr.press/v139/munteanu21a.htmlhttps://dblp.org/rec/conf/icml/MunteanuOW21URL#1335780Tomoya MurataTaiji SuzukiBias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning.ICML7872-78812021Conference and Workshop Papersopenconf/icml/MurataS21http://proceedings.mlr.press/v139/murata21a.htmlhttps://dblp.org/rec/conf/icml/MurataS21URL#1335781Kieran A. MurphyCarlos EstevesVarun JampaniSrikumar RamalingamAmeesh MakadiaImplicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation Manifold.ICML7882-78932021Conference and Workshop Papersopenconf/icml/MurphyEJRM21http://proceedings.mlr.press/v139/murphy21a.htmlhttps://dblp.org/rec/conf/icml/MurphyEJRM21URL#1335782Mojmir MutnyAndreas Krause 0001No-regret Algorithms for Capturing Events in Poisson Point Processes.ICML7894-79042021Conference and Workshop Papersopenconf/icml/Mutny021http://proceedings.mlr.press/v139/mutny21a.htmlhttps://dblp.org/rec/conf/icml/Mutny021URL#1335783Ofir NabatiTom ZahavyShie MannorOnline Limited Memory Neural-Linear Bandits with Likelihood Matching.ICML7905-79152021Conference and Workshop Papersopenconf/icml/NabatiZM21http://proceedings.mlr.press/v139/nabati21a.htmlhttps://dblp.org/rec/conf/icml/NabatiZM21URL#1335784Akira NakagawaKeizo KatoTaiji SuzukiQuantitative Understanding of VAE as a Non-linearly Scaled Isometric Embedding.ICML7916-79262021Conference and Workshop Papersopenconf/icml/NakagawaKS21http://proceedings.mlr.press/v139/nakagawa21a.htmlhttps://dblp.org/rec/conf/icml/NakagawaKS21URL#1335785Daniel Wontae NamYounghoon KimChan Y. ParkGMAC: A Distributional Perspective on Actor-Critic Framework.ICML7927-79362021Conference and Workshop Papersopenconf/icml/NamKP21http://proceedings.mlr.press/v139/nam21a.htmlhttps://dblp.org/rec/conf/icml/NamKP21URL#1335786Deepak NarayananAmar PhanishayeeKaiyu ShiXie Chen 0001Matei ZahariaMemory-Efficient Pipeline-Parallel DNN Training.ICML7937-79472021Conference and Workshop Papersopenconf/icml/NarayananPSCZ21http://proceedings.mlr.press/v139/narayanan21a.htmlhttps://dblp.org/rec/conf/icml/NarayananPSCZ21URL#1335787Shyam NarayananSandeep SilwalPiotr IndykOr ZamirRandomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering.ICML7948-79572021Conference and Workshop Papersopenconf/icml/NarayananSIZ21http://proceedings.mlr.press/v139/narayanan21b.htmlhttps://dblp.org/rec/conf/icml/NarayananSIZ21URL#1335788Charlie NashJacob MenickSander DielemanPeter W. BattagliaGenerating images with sparse representations.ICML7958-79682021Conference and Workshop Papersopenconf/icml/NashMDB21http://proceedings.mlr.press/v139/nash21a.htmlhttps://dblp.org/rec/conf/icml/NashMDB21URL#1335789Viacheslav NatarovskiiDaniel RudolfBjörn SprungkGeometric convergence of elliptical slice sampling.ICML7969-79782021Conference and Workshop Papersopenconf/icml/NatarovskiiRS21http://proceedings.mlr.press/v139/natarovskii21a.htmlhttps://dblp.org/rec/conf/icml/NatarovskiiRS21URL#1335790Niv NaymanYonathan AflaloAsaf NoyLihi ZelnikHardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search.ICML7979-79902021Conference and Workshop Papersopenconf/icml/NaymanANZ21http://proceedings.mlr.press/v139/nayman21a.htmlhttps://dblp.org/rec/conf/icml/NaymanANZ21URL#1335791Kamal NdousseDouglas EckSergey LevineNatasha JaquesEmergent Social Learning via Multi-agent Reinforcement Learning.ICML7991-80042021Conference and Workshop Papersopenconf/icml/NdousseELJ21http://proceedings.mlr.press/v139/ndousse21a.htmlhttps://dblp.org/rec/conf/icml/NdousseELJ21URL#1335792Willie NeiswangerKe Alexander WangStefano ErmonBayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information.ICML8005-80152021Conference and Workshop Papersopenconf/icml/NeiswangerWE21http://proceedings.mlr.press/v139/neiswanger21a.htmlhttps://dblp.org/rec/conf/icml/NeiswangerWE21URL#1335793Hadi NekoeiAkilesh BadrinaaraayananAaron C. CourvilleSarath ChandarContinuous Coordination As a Realistic Scenario for Lifelong Learning.ICML8016-80242021Conference and Workshop Papersopenconf/icml/NekoeiBCC21http://proceedings.mlr.press/v139/nekoei21a.htmlhttps://dblp.org/rec/conf/icml/NekoeiBCC21URL#1335794Mark W. NemecekRon ParrPolicy Caches with Successor Features.ICML8025-80332021Conference and Workshop Papersopenconf/icml/NemecekP21http://proceedings.mlr.press/v139/nemecek21a.htmlhttps://dblp.org/rec/conf/icml/NemecekP21URL#1335795Elias Chaibub NetoCausality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners.ICML8034-80442021Conference and Workshop Papersopenconf/icml/Neto21http://proceedings.mlr.press/v139/neto21a.htmlhttps://dblp.org/rec/conf/icml/Neto21URL#1335796Dung Daniel T. NgoLogan StapletonVasilis SyrgkanisSteven Wu 0001Incentivizing Compliance with Algorithmic Instruments.ICML8045-80552021Conference and Workshop Papersopenconf/icml/NgoSS021http://proceedings.mlr.press/v139/ngo21a.htmlhttps://dblp.org/rec/conf/icml/NgoSS021URL#1335797Quynh Nguyen 0001On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths.ICML8056-80622021Conference and Workshop Papersopenconf/icml/Nguyen21http://proceedings.mlr.press/v139/nguyen21a.htmlhttps://dblp.org/rec/conf/icml/Nguyen21URL#1335798Quoc Phong NguyenZhongxiang DaiBryan Kian Hsiang LowPatrick JailletValue-at-Risk Optimization with Gaussian Processes.ICML8063-80722021Conference and Workshop Papersopenconf/icml/NguyenDLJ21http://proceedings.mlr.press/v139/nguyen21b.htmlhttps://dblp.org/rec/conf/icml/NguyenDLJ21URL#1335799Xuan-Phi NguyenShafiq R. JotyThanh-Tung NguyenKui Wu 0004Ai Ti AwCross-model Back-translated Distillation for Unsupervised Machine Translation.ICML8073-80832021Conference and Workshop Papersopenconf/icml/NguyenJN0A21http://proceedings.mlr.press/v139/nguyen21c.htmlhttps://dblp.org/rec/conf/icml/NguyenJN0A21URL#1335800Vu NguyenTam LeMakoto YamadaMichael A. OsborneOptimal Transport Kernels for Sequential and Parallel Neural Architecture Search.ICML8084-80952021Conference and Workshop Papersopenconf/icml/NguyenLYO21http://proceedings.mlr.press/v139/nguyen21d.htmlhttps://dblp.org/rec/conf/icml/NguyenLYO21URL#1335801Quan NguyenArghavan ModiriRoman GarnettNonmyopic Multifidelity Acitve Search.ICML8109-81182021Conference and Workshop Papersopenconf/icml/NguyenMG21http://proceedings.mlr.press/v139/nguyen21f.htmlhttps://dblp.org/rec/conf/icml/NguyenMG21URL#1335802Quynh Nguyen 0001Marco MondelliGuido F. MontúfarTight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks.ICML8119-81292021Conference and Workshop Papersopenconf/icml/NguyenMM21http://proceedings.mlr.press/v139/nguyen21g.htmlhttps://dblp.org/rec/conf/icml/NguyenMM21URL#1335803Khanh NguyenDipendra MisraRobert E. SchapireMiroslav DudíkPatrick ShaftoInteractive Learning from Activity Description.ICML8096-81082021Conference and Workshop Papersopenconf/icml/NguyenMSDS21http://proceedings.mlr.press/v139/nguyen21e.htmlhttps://dblp.org/rec/conf/icml/NguyenMSDS21URL#1335804Tung D. NguyenRui ShuTuan PhamHung BuiStefano ErmonTemporal Predictive Coding For Model-Based Planning In Latent Space.ICML8130-81392021Conference and Workshop Papersopenconf/icml/NguyenSPBE21http://proceedings.mlr.press/v139/nguyen21h.htmlhttps://dblp.org/rec/conf/icml/NguyenSPBE21URL#1335805Dung Nguyen 0002Anil VullikantiDifferentially Private Densest Subgraph Detection.ICML8140-81512021Conference and Workshop Papersopenconf/icml/NguyenV21http://proceedings.mlr.press/v139/nguyen21i.htmlhttps://dblp.org/rec/conf/icml/NguyenV21URL#1335806Renkun NiMicah GoldblumAmr SharafKezhi KongTom GoldsteinData Augmentation for Meta-Learning.ICML8152-81612021Conference and Workshop Papersopenconf/icml/NiGSKG21http://proceedings.mlr.press/v139/ni21a.htmlhttps://dblp.org/rec/conf/icml/NiGSKG21URL#1335807Alexander Quinn NicholPrafulla DhariwalImproved Denoising Diffusion Probabilistic Models.ICML8162-81712021Conference and Workshop Papersopenconf/icml/NicholD21http://proceedings.mlr.press/v139/nichol21a.htmlhttps://dblp.org/rec/conf/icml/NicholD21URL#1335808Sloan NietertZiv GoldfeldKengo KatoSmooth p-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications.ICML8172-81832021Conference and Workshop Papersopenconf/icml/NietertGK21http://proceedings.mlr.press/v139/nietert21a.htmlhttps://dblp.org/rec/conf/icml/NietertGK21URL#1335809Nicolas Perez NievesYaodong Yang 0001Oliver SlumbersDavid Henry MguniYing Wen 0001Jun Wang 0012Modelling Behavioural Diversity for Learning in Open-Ended Games.ICML8514-85242021Conference and Workshop Papersopenconf/icml/NievesYSMWW21http://proceedings.mlr.press/v139/perez-nieves21a.htmlhttps://dblp.org/rec/conf/icml/NievesYSMWW21URL#1335810Shuaicheng NiuJiaxiang Wu 0001Guanghui Xu 0002Yifan Zhang 0004Yong GuoPeilin ZhaoPeng WangMingkui TanAdaXpert: Adapting Neural Architecture for Growing Data.ICML8184-81942021Conference and Workshop Papersopenconf/icml/NiuWXZGZWT21http://proceedings.mlr.press/v139/niu21a.htmlhttps://dblp.org/rec/conf/icml/NiuWXZGZWT21URL#1335811Kenta NiwaGuoqiang Zhang 0003W. Bastiaan KleijnNoboru HaradaHiroshi SawadaAkinori FujinoAsynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction.ICML8195-82042021Conference and Workshop Papersopenconf/icml/Niwa0KHSF21http://proceedings.mlr.press/v139/niwa21a.htmlhttps://dblp.org/rec/conf/icml/Niwa0KHSF21URL#1335812Albert NoTaeho YoonSehyun KwonErnest K. RyuWGAN with an Infinitely Wide Generator Has No Spurious Stationary Points.ICML8205-82152021Conference and Workshop Papersopenconf/icml/NoYSR21http://proceedings.mlr.press/v139/no21a.htmlhttps://dblp.org/rec/conf/icml/NoYSR21URL#1335813Richard NockStephen Hardy 0002Wilko HeneckaHamish Ivey-LawJakub NabagloGiorgio PatriniGuillaume SmithBrian ThorneThe Impact of Record Linkage on Learning from Feature Partitioned Data.ICML8216-82262021Conference and Workshop Papersopenconf/icml/Nock0HINPST21http://proceedings.mlr.press/v139/nock21a.htmlhttps://dblp.org/rec/conf/icml/Nock0HINPST21URL#1335814Harsha NoriRich CaruanaZhiqi BuJudy Hanwen ShenJanardhan KulkarniAccuracy, Interpretability, and Differential Privacy via Explainable Boosting.ICML8227-82372021Conference and Workshop Papersopenconf/icml/NoriCBSK21http://proceedings.mlr.press/v139/nori21a.htmlhttps://dblp.org/rec/conf/icml/NoriCBSK21URL#1335815Chris NotaPhilip S. ThomasBruno C. da Silva 0001Posterior Value Functions: Hindsight Baselines for Policy Gradient Methods.ICML8238-82472021Conference and Workshop Papersopenconf/icml/NotaTS21http://proceedings.mlr.press/v139/nota21a.htmlhttps://dblp.org/rec/conf/icml/NotaTS21URL#1335816Johan Samir Obando-CeronPablo Samuel CastroRevisiting Rainbow: Promoting more insightful and inclusive deep reinforcement learning research.ICML1373-13832021Conference and Workshop Papersopenconf/icml/Obando-CeronC21http://proceedings.mlr.press/v139/ceron21a.htmlhttps://dblp.org/rec/conf/icml/Obando-CeronC21URL#1335817Sebastian W. OberLaurence AitchisonGlobal inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes.ICML8248-82592021Conference and Workshop Papersopenconf/icml/OberA21http://proceedings.mlr.press/v139/ober21a.htmlhttps://dblp.org/rec/conf/icml/OberA21URL#1335818Michael OberstNikolaj ThamsJonas PetersDavid A. SontagRegularizing towards Causal Invariance: Linear Models with Proxies.ICML8260-82702021Conference and Workshop Papersopenconf/icml/OberstTPS21http://proceedings.mlr.press/v139/oberst21a.htmlhttps://dblp.org/rec/conf/icml/OberstTPS21URL#1335819Min-hwan OhGarud IyengarAssaf ZeeviSparsity-Agnostic Lasso Bandit.ICML8271-82802021Conference and Workshop Papersopenconf/icml/OhIZ21http://proceedings.mlr.press/v139/oh21a.htmlhttps://dblp.org/rec/conf/icml/OhIZ21URL#1335820Alon OringZohar YakhiniYacov Hel-OrAutoencoder Image Interpolation by Shaping the Latent Space.ICML8281-82902021Conference and Workshop Papersopenconf/icml/OringYH21http://proceedings.mlr.press/v139/oring21a.htmlhttps://dblp.org/rec/conf/icml/OringYH21URL#1335821Samet OymakMingchen LiMahdi SoltanolkotabiGeneralization Guarantees for Neural Architecture Search with Train-Validation Split.ICML8291-83012021Conference and Workshop Papersopenconf/icml/OymakLS21http://proceedings.mlr.press/v139/oymak21a.htmlhttps://dblp.org/rec/conf/icml/OymakLS21URL#1335822Sherjil OzairYazhe LiAli RazaviIoannis AntonoglouAäron van den OordOriol VinyalsVector Quantized Models for Planning.ICML8302-83132021Conference and Workshop Papersopenconf/icml/OzairLRAOV21http://proceedings.mlr.press/v139/ozair21a.htmlhttps://dblp.org/rec/conf/icml/OzairLRAOV21URL#1335823Ozan ÖzdenizciRobert LegensteinTraining Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling.ICML8314-83242021Conference and Workshop Papersopenconf/icml/OzdenizciL21http://proceedings.mlr.press/v139/ozdenizci21a.htmlhttps://dblp.org/rec/conf/icml/OzdenizciL21URL#1335824Marin Vlastelica P.Michal RolínekGeorg MartiusNeuro-algorithmic Policies Enable Fast Combinatorial Generalization.ICML10575-105852021Conference and Workshop Papersopenconf/icml/PRM21http://proceedings.mlr.press/v139/vlastelica21a.htmlhttps://dblp.org/rec/conf/icml/PRM21URL#1335825Avik PalYingbo MaViral B. ShahChristopher Vincent RackauckasOpening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.ICML8325-83352021Conference and Workshop Papersopenconf/icml/PalMSR21http://proceedings.mlr.press/v139/pal21a.htmlhttps://dblp.org/rec/conf/icml/PalMSR21URL#1335826Soumyasundar PalLiheng MaYingxue Zhang 0001Mark CoatesRNN with Particle Flow for Probabilistic Spatio-temporal Forecasting.ICML8336-83482021Conference and Workshop Papersopenconf/icml/PalMZC21http://proceedings.mlr.press/v139/pal21b.htmlhttps://dblp.org/rec/conf/icml/PalMZC21URL#1335827Giacomo De PalmaBobak Toussi KianiSeth LloydAdversarial Robustness Guarantees for Random Deep Neural Networks.ICML2522-25342021Conference and Workshop Papersopenconf/icml/PalmaKL21http://proceedings.mlr.press/v139/de-palma21a.htmlhttps://dblp.org/rec/conf/icml/PalmaKL21URL#1335828Mengjie PanTyler H. McCormickBailey K. FosdickInference for Network Regression Models with Community Structure.ICML8349-83582021Conference and Workshop Papersopenconf/icml/PanMF21http://proceedings.mlr.press/v139/pan21a.htmlhttps://dblp.org/rec/conf/icml/PanMF21URL#1335829Bo PangYing Nian WuLatent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification.ICML8359-83702021Conference and Workshop Papersopenconf/icml/PangW21http://proceedings.mlr.press/v139/pang21a.htmlhttps://dblp.org/rec/conf/icml/PangW21URL#1335830Matteo PapiniAndrea TirinzoniMarcello RestelliAlessandro LazaricMatteo PirottaLeveraging Good Representations in Linear Contextual Bandits.ICML8371-83802021Conference and Workshop Papersopenconf/icml/PapiniTRLP21http://proceedings.mlr.press/v139/papini21a.htmlhttps://dblp.org/rec/conf/icml/PapiniTRLP21URL#1335831Sung Woo ParkJunseok KwonWasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data.ICML8381-83902021Conference and Workshop Papersopenconf/icml/ParkK21http://proceedings.mlr.press/v139/park21a.htmlhttps://dblp.org/rec/conf/icml/ParkK21URL#1335832Yookoon ParkSangho LeeGunhee KimDavid M. BleiUnsupervised Representation Learning via Neural Activation Coding.ICML8391-84002021Conference and Workshop Papersopenconf/icml/ParkLKB21http://proceedings.mlr.press/v139/park21b.htmlhttps://dblp.org/rec/conf/icml/ParkLKB21URL#1335833Sung Woo ParkDong Wook ShuJunseok KwonGenerative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation.ICML8413-84212021Conference and Workshop Papersopenconf/icml/ParkSK21http://proceedings.mlr.press/v139/park21d.htmlhttps://dblp.org/rec/conf/icml/ParkSK21URL#1335834Junhyung ParkUri ShalitBernhard SchölkopfKrikamol MuandetConditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression.ICML8401-84122021Conference and Workshop Papersopenconf/icml/ParkSSM21http://proceedings.mlr.press/v139/park21c.htmlhttps://dblp.org/rec/conf/icml/ParkSSM21URL#1335835Axel ParmentierThibaut VidalOptimal Counterfactual Explanations in Tree Ensembles.ICML8422-84312021Conference and Workshop Papersopenconf/icml/ParmentierV21http://proceedings.mlr.press/v139/parmentier21a.htmlhttps://dblp.org/rec/conf/icml/ParmentierV21URL#1335836Shreyas Malakarjun PatilConstantine DovrolisPHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data.ICML8432-84422021Conference and Workshop Papersopenconf/icml/PatilD21http://proceedings.mlr.press/v139/patil21a.htmlhttps://dblp.org/rec/conf/icml/PatilD21URL#1335837Anselm PaulusMichal RolínekVít MusilBrandon AmosGeorg MartiusCombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints.ICML8443-84532021Conference and Workshop Papersopenconf/icml/PaulusRMAM21http://proceedings.mlr.press/v139/paulus21a.htmlhttps://dblp.org/rec/conf/icml/PaulusRMAM21URL#1335838Oren PeerChen TesslerNadav MerlisRon MeirEnsemble Bootstrapping for Q-Learning.ICML8454-84632021Conference and Workshop Papersopenconf/icml/PeerTMM21http://proceedings.mlr.press/v139/peer21a.htmlhttps://dblp.org/rec/conf/icml/PeerTMM21URL#1335839Liangzu PengBoshi WangManolis C. TsakirisHomomorphic Sensing: Sparsity and Noise.ICML8464-84752021Conference and Workshop Papersopenconf/icml/PengWT21http://proceedings.mlr.press/v139/peng21a.htmlhttps://dblp.org/rec/conf/icml/PengWT21URL#1335840Dinglan PengShuxin ZhengYatao LiGuolin KeDi He 0001Tie-Yan LiuHow could Neural Networks understand Programs?ICML8476-84862021Conference and Workshop Papersopenconf/icml/PengZLKHL21http://proceedings.mlr.press/v139/peng21b.htmlhttps://dblp.org/rec/conf/icml/PengZLKHL21URL#1335841Sikha PentyalaRafael DowsleyMartine De CockPrivacy-Preserving Video Classification with Convolutional Neural Networks.ICML8487-84992021Conference and Workshop Papersopenconf/icml/PentyalaDC21http://proceedings.mlr.press/v139/pentyala21a.htmlhttps://dblp.org/rec/conf/icml/PentyalaDC21URL#1335842Ethan PerezDouwe KielaKyunghyun ChoRissanen Data Analysis: Examining Dataset Characteristics via Description Length.ICML8500-85132021Conference and Workshop Papersopenconf/icml/PerezKC21http://proceedings.mlr.press/v139/perez21a.htmlhttps://dblp.org/rec/conf/icml/PerezKC21URL#1335843Julien PérolatRémi MunosJean-Baptiste LespiauShayegan OmidshafieiMark RowlandPedro A. OrtegaNeil BurchThomas W. Anthony 0001David BalduzziBart De VylderGeorgios PiliourasMarc LanctotKarl TuylsFrom Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization.ICML8525-85352021Conference and Workshop Papersopenconf/icml/PerolatMLOROBAB21http://proceedings.mlr.press/v139/perolat21a.htmlhttps://dblp.org/rec/conf/icml/PerolatMLOROBAB21URL#1335844Adeel PervezEfstratios GavvesSpectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders.ICML8536-85452021Conference and Workshop Papersopenconf/icml/PervezG21http://proceedings.mlr.press/v139/pervez21a.htmlhttps://dblp.org/rec/conf/icml/PervezG21URL#1335845Felix PetersenChristian BorgeltHilde KuehneOliver DeussenDifferentiable Sorting Networks for Scalable Sorting and Ranking Supervision.ICML8546-85552021Conference and Workshop Papersopenconf/icml/PetersenBKD21http://proceedings.mlr.press/v139/petersen21a.htmlhttps://dblp.org/rec/conf/icml/PetersenBKD21URL#1335846Aleksei PetrenkoErik WijmansBrennan ShacklettVladlen KoltunMegaverse: Simulating Embodied Agents at One Million Experiences per Second.ICML8556-85662021Conference and Workshop Papersopenconf/icml/PetrenkoWSK21http://proceedings.mlr.press/v139/petrenko21a.htmlhttps://dblp.org/rec/conf/icml/PetrenkoWSK21URL#1335847My PhanPhilip S. ThomasErik G. Learned-MillerTowards Practical Mean Bounds for Small Samples.ICML8567-85762021Conference and Workshop Papersopenconf/icml/PhanTL21http://proceedings.mlr.press/v139/phan21a.htmlhttps://dblp.org/rec/conf/icml/PhanTL21URL#1335848Vincent PlassierMaxime VonoAlain DurmusEric MoulinesDG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs.ICML8577-85872021Conference and Workshop Papersopenconf/icml/PlassierVDM21http://proceedings.mlr.press/v139/plassier21a.htmlhttps://dblp.org/rec/conf/icml/PlassierVDM21URL#1335849Petra PoklukarAnastasiia VaravaDanica KragicGeomCA: Geometric Evaluation of Data Representations.ICML8588-85982021Conference and Workshop Papersopenconf/icml/PoklukarVK21http://proceedings.mlr.press/v139/poklukar21a.htmlhttps://dblp.org/rec/conf/icml/PoklukarVK21URL#1335850Vadim PopovIvan VovkVladimir GogoryanTasnima SadekovaMikhail A. KudinovGrad-TTS: A Diffusion Probabilistic Model for Text-to-Speech.ICML8599-86082021Conference and Workshop Papersopenconf/icml/PopovVGSK21http://proceedings.mlr.press/v139/popov21a.htmlhttps://dblp.org/rec/conf/icml/PopovVGSK21URL#1335851Andres PotapczynskiLuhuan WuDan BidermanGeoff PleissJohn P. CunninghamBias-Free Scalable Gaussian Processes via Randomized Truncations.ICML8609-86192021Conference and Workshop Papersopenconf/icml/PotapczynskiWBP21http://proceedings.mlr.press/v139/potapczynski21a.htmlhttps://dblp.org/rec/conf/icml/PotapczynskiWBP21URL#1335852Ilan PriceJared TannerDense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset.ICML8620-86292021Conference and Workshop Papersopenconf/icml/PriceT21http://proceedings.mlr.press/v139/price21a.htmlhttps://dblp.org/rec/conf/icml/PriceT21URL#1335853Weizhen QiYeyun GongJian Jiao 0007Yu YanWeizhu ChenDayiheng LiuKewen TangHouqiang LiJiusheng ChenRuofei ZhangMing Zhou 0001Nan DuanBANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining.ICML8630-86392021Conference and Workshop Papersopenconf/icml/QiG0YCLTLCZ0D21http://proceedings.mlr.press/v139/qi21a.htmlhttps://dblp.org/rec/conf/icml/QiG0YCLTLCZ0D21URL#1335854Kaizhi QianYang Zhang 0001Shiyu ChangJinjun XiongChuang GanDavid D. CoxMark Hasegawa-JohnsonGlobal Prosody Style Transfer Without Text Transcriptions.ICML8650-86602021Conference and Workshop Papersopenconf/icml/Qian0CXGCH21http://proceedings.mlr.press/v139/qian21b.htmlhttps://dblp.org/rec/conf/icml/Qian0CXGCH21URL#1335855Xin QianDiego KlabjanA Probabilistic Approach to Neural Network Pruning.ICML8640-86492021Conference and Workshop Papersopenconf/icml/QianK21http://proceedings.mlr.press/v139/qian21a.htmlhttps://dblp.org/rec/conf/icml/QianK21URL#1335856Yi-Ling QiaoJunbang LiangVladlen KoltunMing C. LinEfficient Differentiable Simulation of Articulated Bodies.ICML8661-86712021Conference and Workshop Papersopenconf/icml/QiaoLKL21http://proceedings.mlr.press/v139/qiao21a.htmlhttps://dblp.org/rec/conf/icml/QiaoLKL21URL#1335857Gang QiaoWeijie J. SuLi ZhangOneshot Differentially Private Top-k Selection.ICML8672-86812021Conference and Workshop Papersopenconf/icml/QiaoSZ21http://proceedings.mlr.press/v139/qiao21b.htmlhttps://dblp.org/rec/conf/icml/QiaoSZ21URL#1335858Zengyi QinYuxiao Chen 0001Chuchu FanDensity Constrained Reinforcement Learning.ICML8682-86922021Conference and Workshop Papersopenconf/icml/QinCF21http://proceedings.mlr.press/v139/qin21a.htmlhttps://dblp.org/rec/conf/icml/QinCF21URL#1335859Tian QinTian-Zuo WangZhi-Hua ZhouBudgeted Heterogeneous Treatment Effect Estimation.ICML8693-87022021Conference and Workshop Papersopenconf/icml/QinWZ21http://proceedings.mlr.press/v139/qin21b.htmlhttps://dblp.org/rec/conf/icml/QinWZ21URL#1335860Chen QiuTimo PfrommerMarius KloftStephan MandtMaja RudolphNeural Transformation Learning for Deep Anomaly Detection Beyond Images.ICML8703-87142021Conference and Workshop Papersopenconf/icml/QiuPKMR21http://proceedings.mlr.press/v139/qiu21a.htmlhttps://dblp.org/rec/conf/icml/QiuPKMR21URL#1335861Shuang QiuXiaohan WeiJieping YeZhaoran Wang 0001Zhuoran YangProvably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions.ICML8715-87252021Conference and Workshop Papersopenconf/icml/QiuWYWY21http://proceedings.mlr.press/v139/qiu21b.htmlhttps://dblp.org/rec/conf/icml/QiuWYWY21URL#1335862Zhaofan QiuTing YaoChong-Wah NgoTao Mei 0001Optimization Planning for 3D ConvNets.ICML8726-87362021Conference and Workshop Papersopenconf/icml/QiuYN021http://proceedings.mlr.press/v139/qiu21c.htmlhttps://dblp.org/rec/conf/icml/QiuYN021URL#1335863Shuang QiuJieping YeZhaoran Wang 0001Zhuoran YangOn Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game.ICML8737-87472021Conference and Workshop Papersopenconf/icml/QiuYWY21http://proceedings.mlr.press/v139/qiu21d.htmlhttps://dblp.org/rec/conf/icml/QiuYWY21URL#1335864Alec RadfordJong Wook KimChris HallacyAditya RameshGabriel GohSandhini AgarwalGirish SastryAmanda AskellPamela MishkinJack ClarkGretchen KruegerIlya SutskeverLearning Transferable Visual Models From Natural Language Supervision.ICML8748-87632021Conference and Workshop Papersopenconf/icml/RadfordKHRGASAM21http://proceedings.mlr.press/v139/radford21a.htmlhttps://dblp.org/rec/conf/icml/RadfordKHRGASAM21URL#1335865Jayaram RaghuramVarun ChandrasekaranSomesh JhaSuman Banerjee 0001A General Framework For Detecting Anomalous Inputs to DNN Classifiers.ICML8764-87752021Conference and Workshop Papersopenconf/icml/RaghuramCJB21http://proceedings.mlr.press/v139/raghuram21a.htmlhttps://dblp.org/rec/conf/icml/RaghuramCJB21URL#1335866Arrasy RahmanNiklas HöpnerFilippos ChristianosStefano V. AlbrechtTowards Open Ad Hoc Teamwork Using Graph-based Policy Learning.ICML8776-87862021Conference and Workshop Papersopenconf/icml/RahmanHCA21http://proceedings.mlr.press/v139/rahman21a.htmlhttps://dblp.org/rec/conf/icml/RahmanHCA21URL#1335867Roberta RaileanuRob FergusDecoupling Value and Policy for Generalization in Reinforcement Learning.ICML8787-87982021Conference and Workshop Papersopenconf/icml/RaileanuF21http://proceedings.mlr.press/v139/raileanu21a.htmlhttps://dblp.org/rec/conf/icml/RaileanuF21URL#1335868Anand RajagopalanFabio VitaleDanny VainsteinGui CitovskyCecilia M. ProcopiucClaudio GentileHierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees.ICML8799-88092021Conference and Workshop Papersopenconf/icml/RajagopalanVVCP21http://proceedings.mlr.press/v139/rajagopalan21a.htmlhttps://dblp.org/rec/conf/icml/RajagopalanVVCP21URL#1335869Alain RakotomamonjyLiva RalaivolaDifferentially Private Sliced Wasserstein Distance.ICML8810-88202021Conference and Workshop Papersopenconf/icml/RakotomamonjyR21http://proceedings.mlr.press/v139/rakotomamonjy21a.htmlhttps://dblp.org/rec/conf/icml/RakotomamonjyR21URL#1335870Aditya RameshMikhail PavlovGabriel GohScott GrayChelsea VossAlec RadfordMark Chen 0003Ilya SutskeverZero-Shot Text-to-Image Generation.ICML8821-88312021Conference and Workshop Papersopenconf/icml/RameshPGGVRCS21http://proceedings.mlr.press/v139/ramesh21a.htmlhttps://dblp.org/rec/conf/icml/RameshPGGVRCS21URL#1335871Syama Sundar RangapuramLucien D. WernerKonstantinos BenidisPedro MercadoJan GasthausTim JanuschowskiEnd-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series.ICML8832-88432021Conference and Workshop Papersopenconf/icml/RangapuramWBMGJ21http://proceedings.mlr.press/v139/rangapuram21a.htmlhttps://dblp.org/rec/conf/icml/RangapuramWBMGJ21URL#1335872Roshan RaoJason LiuRobert VerkuilJoshua MeierJohn F. CannyPieter AbbeelTom SercuAlexander RivesMSA Transformer.ICML8844-88562021Conference and Workshop Papersopenconf/icml/RaoLVMCASR21http://proceedings.mlr.press/v139/rao21a.htmlhttps://dblp.org/rec/conf/icml/RaoLVMCASR21URL#1335873Kashif RasulCalvin SewardIngmar SchusterRoland VollgrafAutoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting.ICML8857-88682021Conference and Workshop Papersopenconf/icml/RasulSSV21http://proceedings.mlr.press/v139/rasul21a.htmlhttps://dblp.org/rec/conf/icml/RasulSSV21URL#1335874Neale RatzlaffQinxun BaiFuxin LiWei Xu 0017Generative Particle Variational Inference via Estimation of Functional Gradients.ICML8869-88792021Conference and Workshop Papersopenconf/icml/RatzlaffBL021http://proceedings.mlr.press/v139/ratzlaff21a.htmlhttps://dblp.org/rec/conf/icml/RatzlaffBL021URL#1335875Netanel RavivAidan KelleyMinzhe GuoYevgeniy VorobeychikEnhancing Robustness of Neural Networks through Fourier Stabilization.ICML8880-88892021Conference and Workshop Papersopenconf/icml/RavivKGV21http://proceedings.mlr.press/v139/raviv21a.htmlhttps://dblp.org/rec/conf/icml/RavivKGV21URL#1335876Ankit Singh RawatAditya Krishna MenonWittawat JitkrittumSadeep JayasumanaFelix X. YuSashank J. ReddiSanjiv KumarDisentangling Sampling and Labeling Bias for Learning in Large-output Spaces.ICML8890-89012021Conference and Workshop Papersopenconf/icml/RawatMJJYRK21http://proceedings.mlr.press/v139/rawat21a.htmlhttps://dblp.org/rec/conf/icml/RawatMJJYRK21URL#1335877Dripta S. RaychaudhuriSujoy PaulJeroen van BaarAmit K. Roy-ChowdhuryCross-domain Imitation from Observations.ICML8902-89122021Conference and Workshop Papersopenconf/icml/RaychaudhuriPBR21http://proceedings.mlr.press/v139/raychaudhuri21a.htmlhttps://dblp.org/rec/conf/icml/RaychaudhuriPBR21URL#1335878Noam RazinAsaf MamanNadav CohenImplicit Regularization in Tensor Factorization.ICML8913-89242021Conference and Workshop Papersopenconf/icml/RazinMC21http://proceedings.mlr.press/v139/razin21a.htmlhttps://dblp.org/rec/conf/icml/RazinMC21URL#1335879Maria RefinettiSebastian GoldtFlorent KrzakalaLenka ZdeborováClassifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed.ICML8936-89472021Conference and Workshop Papersopenconf/icml/RefinettiGKZ21http://proceedings.mlr.press/v139/refinetti21b.htmlhttps://dblp.org/rec/conf/icml/RefinettiGKZ21URL#1335880Maria RefinettiStéphane d'AscoliRuben OhanaSebastian GoldtAlign, then memorise: the dynamics of learning with feedback alignment.ICML8925-89352021Conference and Workshop Papersopenconf/icml/RefinettidOG21http://proceedings.mlr.press/v139/refinetti21a.htmlhttps://dblp.org/rec/conf/icml/RefinettidOG21URL#1335881Konstantinos RematasRicardo Martin-BruallaVittorio FerrariSharf: Shape-conditioned Radiance Fields from a Single View.ICML8948-89582021Conference and Workshop Papersopenconf/icml/RematasMF21http://proceedings.mlr.press/v139/rematas21a.htmlhttps://dblp.org/rec/conf/icml/RematasMF21URL#1335882Hongyu RenHanjun DaiBo Dai 0001Xinyun ChenMichihiro YasunagaHaitian SunDale SchuurmansJure LeskovecDenny ZhouLEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs.ICML8959-89702021Conference and Workshop Papersopenconf/icml/RenDDCYSSLZ21http://proceedings.mlr.press/v139/ren21a.htmlhttps://dblp.org/rec/conf/icml/RenDDCYSSLZ21URL#1335883Jie Ren 0018Mingjie LiZexu LiuQuanshi ZhangInterpreting and Disentangling Feature Components of Various Complexity from DNNs.ICML8971-89812021Conference and Workshop Papersopenconf/icml/RenLLZ21http://proceedings.mlr.press/v139/ren21b.htmlhttps://dblp.org/rec/conf/icml/RenLLZ21URL#1335884Jiaxiang Ren 0001Zijie Zhang 0001Jiayin JinXin ZhaoSixing WuYang Zhou 0001Yelong ShenTianshi CheRuoming JinDejing DouIntegrated Defense for Resilient Graph Matching.ICML8982-89972021Conference and Workshop Papersopenconf/icml/RenZJZWZSCJD21http://proceedings.mlr.press/v139/ren21c.htmlhttps://dblp.org/rec/conf/icml/RenZJZWZSCJD21URL#1335885Lorenz RichterLeon SallandtNikolas NüskenSolving high-dimensional parabolic PDEs using the tensor train format.ICML8998-90092021Conference and Workshop Papersopenconf/icml/RichterSN21http://proceedings.mlr.press/v139/richter21a.htmlhttps://dblp.org/rec/conf/icml/RichterSN21URL#1335886Geovani RizkAlbert Thomas 0001Igor ColinRida LarakiYann ChevaleyreBest Arm Identification in Graphical Bilinear Bandits.ICML9010-90192021Conference and Workshop Papersopenconf/icml/Rizk0CLC21http://proceedings.mlr.press/v139/rizk21a.htmlhttps://dblp.org/rec/conf/icml/Rizk0CLC21URL#1335887T. Mitchell RoddenberryNicholas GlazeSantiago SegarraPrincipled Simplicial Neural Networks for Trajectory Prediction.ICML9020-90292021Conference and Workshop Papersopenconf/icml/RoddenberryGS21http://proceedings.mlr.press/v139/roddenberry21a.htmlhttps://dblp.org/rec/conf/icml/RoddenberryGS21URL#1335888Geoffrey RoederLuke MetzDurk KingmaOn Linear Identifiability of Learned Representations.ICML9030-90392021Conference and Workshop Papersopenconf/icml/RoederMK21http://proceedings.mlr.press/v139/roeder21a.htmlhttps://dblp.org/rec/conf/icml/RoederMK21URL#1335889Esther RolfTheodora T. WorledgeBenjamin RechtMichael I. JordanRepresentation Matters: Assessing the Importance of Subgroup Allocations in Training Data.ICML9040-90512021Conference and Workshop Papersopenconf/icml/RolfWRJ21http://proceedings.mlr.press/v139/rolf21a.htmlhttps://dblp.org/rec/conf/icml/RolfWRJ21URL#1335890Clément RomacRémy PortelasKatja HofmannPierre-Yves OudeyerTeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL.ICML9052-90632021Conference and Workshop Papersopenconf/icml/RomacPHO21http://proceedings.mlr.press/v139/romac21a.htmlhttps://dblp.org/rec/conf/icml/RomacPHO21URL#1335891Filip de RoosAlexandra GessnerPhilipp HennigHigh-Dimensional Gaussian Process Inference with Derivatives.ICML2535-25452021Conference and Workshop Papersopenconf/icml/RoosGH21http://proceedings.mlr.press/v139/de-roos21a.htmlhttps://dblp.org/rec/conf/icml/RoosGH21URL#1335892Mihaela RoscaYan Wu 0010Benoit DherinDavid Barrett 0001Discretization Drift in Two-Player Games.ICML9064-90742021Conference and Workshop Papersopenconf/icml/Rosca0D021http://proceedings.mlr.press/v139/rosca21a.htmlhttps://dblp.org/rec/conf/icml/Rosca0D021URL#1335893Jonathan S. RosenfeldJonathan FrankleMichael CarbinNir ShavitOn the Predictability of Pruning Across Scales.ICML9075-90832021Conference and Workshop Papersopenconf/icml/RosenfeldFCS21http://proceedings.mlr.press/v139/rosenfeld21a.htmlhttps://dblp.org/rec/conf/icml/RosenfeldFCS21URL#1335894Andrew Slavin RossFinale Doshi-VelezBenchmarks, Algorithms, and Metrics for Hierarchical Disentanglement.ICML9084-90942021Conference and Workshop Papersopenconf/icml/RossD21http://proceedings.mlr.press/v139/ross21a.htmlhttps://dblp.org/rec/conf/icml/RossD21URL#1335895Karsten RothTimo MilbichBjörn OmmerJoseph Paul CohenMarzyeh GhassemiSimultaneous Similarity-based Self-Distillation for Deep Metric Learning.ICML9095-91062021Conference and Workshop Papersopenconf/icml/RothMOCG21http://proceedings.mlr.press/v139/roth21a.htmlhttps://dblp.org/rec/conf/icml/RothMOCG21URL#1335896Guy N. RothblumGal YonaMulti-group Agnostic PAC Learnability.ICML9107-91152021Conference and Workshop Papersopenconf/icml/RothblumY21http://proceedings.mlr.press/v139/rothblum21a.htmlhttps://dblp.org/rec/conf/icml/RothblumY21URL#1335897Jonas RothfussVincent FortuinMartin JosifoskiAndreas Krause 0001PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees.ICML9116-91262021Conference and Workshop Papersopenconf/icml/RothfussFJ021http://proceedings.mlr.press/v139/rothfuss21a.htmlhttps://dblp.org/rec/conf/icml/RothfussFJ021URL#1335898Chloé RouyerYevgeny SeldinNicolò Cesa-BianchiAn Algorithm for Stochastic and Adversarial Bandits with Switching Costs.ICML9127-91352021Conference and Workshop Papersopenconf/icml/RouyerSC21http://proceedings.mlr.press/v139/rouyer21a.htmlhttps://dblp.org/rec/conf/icml/RouyerSC21URL#1335899Yangjun RuanKaren UllrichDaniel Severo 0001James TownsendAshish KhistiArnaud DoucetAlireza MakhzaniChris J. MaddisonImproving Lossless Compression Rates via Monte Carlo Bits-Back Coding.ICML9136-91472021Conference and Workshop Papersopenconf/icml/RuanUSTKDMM21http://proceedings.mlr.press/v139/ruan21a.htmlhttps://dblp.org/rec/conf/icml/RuanUSTKDMM21URL#1335900Tim G. J. RudnerOscar KeyYarin GalTom RainforthOn Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes.ICML9148-91562021Conference and Workshop Papersopenconf/icml/RudnerKGR21http://proceedings.mlr.press/v139/rudner21a.htmlhttps://dblp.org/rec/conf/icml/RudnerKGR21URL#1335901Miguel Ruiz-GarciaGe ZhangSamuel S. SchoenholzAndrea J. LiuTilting the playing field: Dynamical loss functions for machine learning.ICML9157-91672021Conference and Workshop Papersopenconf/icml/Ruiz-GarciaZSL21http://proceedings.mlr.press/v139/ruiz-garcia21a.htmlhttps://dblp.org/rec/conf/icml/Ruiz-GarciaZSL21URL#1335902T. Konstantin RuschSiddhartha MishraUnICORNN: A recurrent model for learning very long time dependencies.ICML9168-91782021Conference and Workshop Papersopenconf/icml/RuschM21http://proceedings.mlr.press/v139/rusch21a.htmlhttps://dblp.org/rec/conf/icml/RuschM21URL#1335903Oleh RybkinKostas DaniilidisSergey LevineSimple and Effective VAE Training with Calibrated Decoders.ICML9179-91892021Conference and Workshop Papersopenconf/icml/RybkinDL21http://proceedings.mlr.press/v139/rybkin21a.htmlhttps://dblp.org/rec/conf/icml/RybkinDL21URL#1335904Oleh RybkinChuning ZhuAnusha NagabandiKostas DaniilidisIgor MordatchSergey LevineModel-Based Reinforcement Learning via Latent-Space Collocation.ICML9190-92012021Conference and Workshop Papersopenconf/icml/RybkinZNDML21http://proceedings.mlr.press/v139/rybkin21b.htmlhttps://dblp.org/rec/conf/icml/RybkinZNDML21URL#1335905Sara SabourAndrea TagliasacchiSoroosh YazdaniGeoffrey E. HintonDavid J. FleetUnsupervised Part Representation by Flow Capsules.ICML9213-92232021Conference and Workshop Papersopenconf/icml/SabourTYHF21http://proceedings.mlr.press/v139/sabour21a.htmlhttps://dblp.org/rec/conf/icml/SabourTYHF21URL#1335906Mher SafaryanPeter RichtárikStochastic Sign Descent Methods: New Algorithms and Better Theory.ICML9224-92342021Conference and Workshop Papersopenconf/icml/SafaryanR21http://proceedings.mlr.press/v139/safaryan21a.htmlhttps://dblp.org/rec/conf/icml/SafaryanR21URL#1335907Aadirupa SahaTomer KorenYishay MansourAdversarial Dueling Bandits.ICML9235-92442021Conference and Workshop Papersopenconf/icml/SahaKM21http://proceedings.mlr.press/v139/saha21a.htmlhttps://dblp.org/rec/conf/icml/SahaKM21URL#1335908Aadirupa SahaTomer KorenYishay MansourDueling Convex Optimization.ICML9245-92542021Conference and Workshop Papersopenconf/icml/SahaKM21ahttp://proceedings.mlr.press/v139/saha21b.htmlhttps://dblp.org/rec/conf/icml/SahaKM21aURL#1335909Aadirupa SahaNagarajan NatarajanPraneeth NetrapalliPrateek Jain 0002Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization.ICML9255-92642021Conference and Workshop Papersopenconf/icml/SahaNNJ21http://proceedings.mlr.press/v139/saha21c.htmlhttps://dblp.org/rec/conf/icml/SahaNNJ21URL#1335910Mojtaba Sahraee-ArdakanTung MaiAnup B. RaoRyan A. RossiSundeep RanganAlyson K. FletcherAsymptotics of Ridge Regression in Convolutional Models.ICML9265-92752021Conference and Workshop Papersopenconf/icml/Sahraee-Ardakan21http://proceedings.mlr.press/v139/sahraee-ardakan21a.htmlhttps://dblp.org/rec/conf/icml/Sahraee-Ardakan21URL#1335911Michael E. SanderPierre AblinMathieu BlondelGabriel PeyréMomentum Residual Neural Networks.ICML9276-92872021Conference and Workshop Papersopenconf/icml/SanderABP21http://proceedings.mlr.press/v139/sander21a.htmlhttps://dblp.org/rec/conf/icml/SanderABP21URL#1335912Elad SarafianShai KeynanSarit KrausRecomposing the Reinforcement Learning Building Blocks with Hypernetworks.ICML9301-93122021Conference and Workshop Papersopenconf/icml/SarafianKK21http://proceedings.mlr.press/v139/sarafian21a.htmlhttps://dblp.org/rec/conf/icml/SarafianKK21URL#1335913Roei SarussiAlon BrutzkusAmir GlobersonTowards Understanding Learning in Neural Networks with Linear Teachers.ICML9313-93222021Conference and Workshop Papersopenconf/icml/SarussiBG21http://proceedings.mlr.press/v139/sarussi21a.htmlhttps://dblp.org/rec/conf/icml/SarussiBG21URL#1335914Victor Garcia SatorrasEmiel HoogeboomMax WellingE(n) Equivariant Graph Neural Networks.ICML9323-93322021Conference and Workshop Papersopenconf/icml/SatorrasHW21http://proceedings.mlr.press/v139/satorras21a.htmlhttps://dblp.org/rec/conf/icml/SatorrasHW21URL#1335915Nikunj SaunshiArushi GuptaWei HuA Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning.ICML9333-93432021Conference and Workshop Papersopenconf/icml/SaunshiGH21http://proceedings.mlr.press/v139/saunshi21a.htmlhttps://dblp.org/rec/conf/icml/SaunshiGH21URL#1335916Meyer ScetbonMarco CuturiGabriel PeyréLow-Rank Sinkhorn Factorization.ICML9344-93542021Conference and Workshop Papersopenconf/icml/ScetbonCP21http://proceedings.mlr.press/v139/scetbon21a.htmlhttps://dblp.org/rec/conf/icml/ScetbonCP21URL#1335917Imanol SchlagKazuki IrieJürgen SchmidhuberLinear Transformers Are Secretly Fast Weight Programmers.ICML9355-93662021Conference and Workshop Papersopenconf/icml/SchlagIS21http://proceedings.mlr.press/v139/schlag21a.htmlhttps://dblp.org/rec/conf/icml/SchlagIS21URL#1335918Robin M. SchmidtFrank Schneider 0001Philipp HennigDescending through a Crowded Valley - Benchmarking Deep Learning Optimizers.ICML9367-93762021Conference and Workshop Papersopenconf/icml/SchmidtSH21http://proceedings.mlr.press/v139/schmidt21a.htmlhttps://dblp.org/rec/conf/icml/SchmidtSH21URL#1335919Kristof SchüttOliver T. UnkeMichael GasteggerEquivariant message passing for the prediction of tensorial properties and molecular spectra.ICML9377-93882021Conference and Workshop Papersopenconf/icml/SchuttUG21http://proceedings.mlr.press/v139/schutt21a.htmlhttps://dblp.org/rec/conf/icml/SchuttUG21URL#1335920Avi SchwarzschildMicah GoldblumArjun GuptaJohn P. DickersonTom GoldsteinJust How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks.ICML9389-93982021Conference and Workshop Papersopenconf/icml/SchwarzschildGG21http://proceedings.mlr.press/v139/schwarzschild21a.htmlhttps://dblp.org/rec/conf/icml/SchwarzschildGG21URL#1335921Damien ScieurYoungsung KimConnecting Sphere Manifolds Hierarchically for Regularization.ICML9399-94092021Conference and Workshop Papersopenconf/icml/ScieurK21http://proceedings.mlr.press/v139/scieur21a.htmlhttps://dblp.org/rec/conf/icml/ScieurK21URL#1335922Jenny Denise SeidenschwarzIsmail EleziLaura Leal-TaixéLearning Intra-Batch Connections for Deep Metric Learning.ICML9410-94212021Conference and Workshop Papersopenconf/icml/SeidenschwarzEL21http://proceedings.mlr.press/v139/seidenschwarz21a.htmlhttps://dblp.org/rec/conf/icml/SeidenschwarzEL21URL#1335923Rajat SenAlexander RakhlinLexing YingRahul KidambiDean FosterDaniel N. HillInderjit S. DhillonTop-k eXtreme Contextual Bandits with Arm Hierarchy.ICML9422-94332021Conference and Workshop Papersopenconf/icml/SenRYKFHD21http://proceedings.mlr.press/v139/sen21a.htmlhttps://dblp.org/rec/conf/icml/SenRYKFHD21URL#1335924Flore SentenacJialin YiClément CalauzènesVianney PerchetMilan VojnovicPure Exploration and Regret Minimization in Matching Bandits.ICML9434-94422021Conference and Workshop Papersopenconf/icml/SentenacYCPV21http://proceedings.mlr.press/v139/sentenac21a.htmlhttps://dblp.org/rec/conf/icml/SentenacYCPV21URL#1335925Younggyo SeoLili ChenJinwoo ShinHonglak LeePieter AbbeelKimin LeeState Entropy Maximization with Random Encoders for Efficient Exploration.ICML9443-94542021Conference and Workshop Papersopenconf/icml/SeoCSLAL21http://proceedings.mlr.press/v139/seo21a.htmlhttps://dblp.org/rec/conf/icml/SeoCSLAL21URL#1335926Pier Giuseppe SessaIlija BogunovicAndreas Krause 0001Maryam KamgarpourOnline Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems.ICML9455-94642021Conference and Workshop Papersopenconf/icml/SessaB0K21http://proceedings.mlr.press/v139/sessa21a.htmlhttps://dblp.org/rec/conf/icml/SessaB0K21URL#1335927Rutav M. ShahVikash KumarRRL: Resnet as representation for Reinforcement Learning.ICML9465-94762021Conference and Workshop Papersopenconf/icml/ShahK21http://proceedings.mlr.press/v139/shah21a.htmlhttps://dblp.org/rec/conf/icml/ShahK21URL#1335928Mehran ShakerinavaSiamak RavanbakhshEquivariant Networks for Pixelized Spheres.ICML9477-94882021Conference and Workshop Papersopenconf/icml/ShakerinavaR21http://proceedings.mlr.press/v139/shakerinava21a.htmlhttps://dblp.org/rec/conf/icml/ShakerinavaR21URL#1335929Aviv ShamsianAviv NavonEthan FetayaGal ChechikPersonalized Federated Learning using Hypernetworks.ICML9489-95022021Conference and Workshop Papersopenconf/icml/ShamsianNFC21http://proceedings.mlr.press/v139/shamsian21a.htmlhttps://dblp.org/rec/conf/icml/ShamsianNFC21URL#1335930Jie Shen 0005On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise.ICML9503-95142021Conference and Workshop Papersopenconf/icml/Shen21http://proceedings.mlr.press/v139/shen21a.htmlhttps://dblp.org/rec/conf/icml/Shen21URL#1335931Jie Shen 0005Sample-Optimal PAC Learning of Halfspaces with Malicious Noise.ICML9515-95242021Conference and Workshop Papersopenconf/icml/Shen21ahttp://proceedings.mlr.press/v139/shen21b.htmlhttps://dblp.org/rec/conf/icml/Shen21aURL#1335932Guangyu ShenYingqi LiuGuanhong Tao 0001Shengwei AnQiuling XuSiyuan Cheng 0005Shiqing MaXiangyu Zhang 0001Backdoor Scanning for Deep Neural Networks through K-Arm Optimization.ICML9525-95362021Conference and Workshop Papersopenconf/icml/ShenLTAX0M021http://proceedings.mlr.press/v139/shen21c.htmlhttps://dblp.org/rec/conf/icml/ShenLTAX0M021URL#1335933Simon P. ShenYecheng Jason MaOmer GottesmanFinale Doshi-VelezState Relevance for Off-Policy Evaluation.ICML9537-95462021Conference and Workshop Papersopenconf/icml/ShenMGD21http://proceedings.mlr.press/v139/shen21d.htmlhttps://dblp.org/rec/conf/icml/ShenMGD21URL#1335934Han ShiJiahui GaoXiaozhe RenHang XuXiaodan LiangZhenguo LiJames Tin-Yau KwokSparseBERT: Rethinking the Importance Analysis in Self-attention.ICML9547-95572021Conference and Workshop Papersopenconf/icml/ShiGRXLLK21http://proceedings.mlr.press/v139/shi21a.htmlhttps://dblp.org/rec/conf/icml/ShiGRXLLK21URL#1335935Chence ShiShitong LuoMinkai XuJian Tang 0005Learning Gradient Fields for Molecular Conformation Generation.ICML9558-95682021Conference and Workshop Papersopenconf/icml/ShiLXT21http://proceedings.mlr.press/v139/shi21b.htmlhttps://dblp.org/rec/conf/icml/ShiLXT21URL#1335936Ruian ShiQuaid MorrisSegmenting Hybrid Trajectories using Latent ODEs.ICML9569-95792021Conference and Workshop Papersopenconf/icml/ShiM21http://proceedings.mlr.press/v139/shi21c.htmlhttps://dblp.org/rec/conf/icml/ShiM21URL#1335937Chengchun ShiRunzhe WanVictor ChernozhukovRui Song 0006Deeply-Debiased Off-Policy Interval Estimation.ICML9580-95912021Conference and Workshop Papersopenconf/icml/ShiWCS21http://proceedings.mlr.press/v139/shi21d.htmlhttps://dblp.org/rec/conf/icml/ShiWCS21URL#1335938Sheng-Min ShihPin-Ju TienZohar KarninGANMEX: One-vs-One Attributions using GAN-based Model Explainability.ICML9592-96022021Conference and Workshop Papersopenconf/icml/ShihTK21http://proceedings.mlr.press/v139/shih21a.htmlhttps://dblp.org/rec/conf/icml/ShihTK21URL#1335939Jaewoong ShinHaebeom LeeBoqing GongSung Ju HwangLarge-Scale Meta-Learning with Continual Trajectory Shifting.ICML9603-96132021Conference and Workshop Papersopenconf/icml/ShinLGH21http://proceedings.mlr.press/v139/shin21a.htmlhttps://dblp.org/rec/conf/icml/ShinLGH21URL#1335940Tianmin ShuAbhishek BhandwaldarChuang GanKevin A. SmithShari LiuDan GutfreundElizabeth S. SpelkeJoshua B. TenenbaumTomer D. UllmanAGENT: A Benchmark for Core Psychological Reasoning.ICML9614-96252021Conference and Workshop Papersopenconf/icml/ShuBGSLGSTU21http://proceedings.mlr.press/v139/shu21a.htmlhttps://dblp.org/rec/conf/icml/ShuBGSLGSTU21URL#1335941Yang ShuZhi KouZhangjie CaoJianmin Wang 0001Mingsheng LongZoo-Tuning: Adaptive Transfer from A Zoo of Models.ICML9626-96372021Conference and Workshop Papersopenconf/icml/ShuKCWL21http://proceedings.mlr.press/v139/shu21b.htmlhttps://dblp.org/rec/conf/icml/ShuKCWL21URL#1335942Changjian ShuiZijian Li 0001Jiaqi Li 0005Christian Gagné 0001Charles X. LingBoyu Wang 0004Aggregating From Multiple Target-Shifted Sources.ICML9638-96482021Conference and Workshop Papersopenconf/icml/Shui0LGL021http://proceedings.mlr.press/v139/shui21a.htmlhttps://dblp.org/rec/conf/icml/Shui0LGL021URL#1335943Nian SiKarthyek MurthyJose H. BlanchetViet Anh NguyenTesting Group Fairness via Optimal Transport Projections.ICML9649-96592021Conference and Workshop Papersopenconf/icml/SiMBN21http://proceedings.mlr.press/v139/si21a.htmlhttps://dblp.org/rec/conf/icml/SiMBN21URL#1335944Sahil SidheekhAroof AimenNarayanan C. KrishnanOn Characterizing GAN Convergence Through Proximal Duality Gap.ICML9660-96702021Conference and Workshop Papersopenconf/icml/SidheekhAK21http://proceedings.mlr.press/v139/sidheekh21a.htmlhttps://dblp.org/rec/conf/icml/SidheekhAK21URL#1335945Houssem SifaouAbla KammounMohamed-Slim AlouiniA Precise Performance Analysis of Support Vector Regression.ICML9671-96802021Conference and Workshop Papersopenconf/icml/SifaouKA21http://proceedings.mlr.press/v139/sifaou21a.htmlhttps://dblp.org/rec/conf/icml/SifaouKA21URL#1335946Aaron SimMaciej WiatrakAngus BraynePáidí CreedSaee PaliwalDirected Graph Embeddings in Pseudo-Riemannian Manifolds.ICML9681-96902021Conference and Workshop Papersopenconf/icml/SimWBCP21http://proceedings.mlr.press/v139/sim21a.htmlhttps://dblp.org/rec/conf/icml/SimWBCP21URL#1335947Rachael Hwee Ling SimYehong ZhangBryan Kian Hsiang LowPatrick JailletCollaborative Bayesian Optimization with Fair Regret.ICML9691-97012021Conference and Workshop Papersopenconf/icml/SimZLJ21http://proceedings.mlr.press/v139/sim21b.htmlhttps://dblp.org/rec/conf/icml/SimZLJ21URL#1335948David Simchi-LeviZeyu ZhengFeng ZhuDynamic Planning and Learning under Recovering Rewards.ICML9702-97112021Conference and Workshop Papersopenconf/icml/Simchi-LeviZZ21http://proceedings.mlr.press/v139/simchi-levi21a.htmlhttps://dblp.org/rec/conf/icml/Simchi-LeviZZ21URL#1335949Carl-Johann Simon-GabrielNoman Ahmed SheikhAndreas Krause 0001PopSkipJump: Decision-Based Attack for Probabilistic Classifiers.ICML9712-97212021Conference and Workshop Papersopenconf/icml/Simon-GabrielSK21http://proceedings.mlr.press/v139/simon-gabriel21a.htmlhttps://dblp.org/rec/conf/icml/Simon-GabrielSK21URL#1335950Berfin SimsekFrançois GedArthur JacotFrancesco SpadaroClément HonglerWulfram GerstnerJohanni BreaGeometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances.ICML9722-97322021Conference and Workshop Papersopenconf/icml/SimsekGJSHGB21http://proceedings.mlr.press/v139/simsek21a.htmlhttps://dblp.org/rec/conf/icml/SimsekGJSHGB21URL#1335951Raghav SingalGeorge MichailidisHoiyi NgFlow-based Attribution in Graphical Models: A Recursive Shapley Approach.ICML9733-97432021Conference and Workshop Papersopenconf/icml/SingalMN21http://proceedings.mlr.press/v139/singal21a.htmlhttps://dblp.org/rec/conf/icml/SingalMN21URL#1335952Gautam SinghSkand Vishwanath PeriJunghyun Kim 0007Hyunseok KimSungjin AhnStructured World Belief for Reinforcement Learning in POMDP.ICML9744-97552021Conference and Workshop Papersopenconf/icml/SinghPKKA21http://proceedings.mlr.press/v139/singh21a.htmlhttps://dblp.org/rec/conf/icml/SinghPKKA21URL#1335953Durga SivasubramanianRishabh K. IyerGanesh RamakrishnanAbir DeTraining Data Subset Selection for Regression with Controlled Generalization Error.ICML9202-92122021Conference and Workshop Papersopenconf/icml/Sivasubramanian21http://proceedings.mlr.press/v139/s21a.htmlhttps://dblp.org/rec/conf/icml/Sivasubramanian21URL#1335954Shagun SodhaniAmy Zhang 0001Joelle PineauMulti-Task Reinforcement Learning with Context-based Representations.ICML9767-97792021Conference and Workshop Papersopenconf/icml/Sodhani0P21http://proceedings.mlr.press/v139/sodhani21a.htmlhttps://dblp.org/rec/conf/icml/Sodhani0P21URL#1335955Sungryull SohnSungtae LeeJongwook ChoiHarm van SeijenMehdi FatemiHonglak LeeShortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks.ICML9780-97902021Conference and Workshop Papersopenconf/icml/SohnLCSFL21http://proceedings.mlr.press/v139/sohn21a.htmlhttps://dblp.org/rec/conf/icml/SohnLCSFL21URL#1335956Yang Song 0011Chenlin MengRenjie LiaoStefano ErmonAccelerating Feedforward Computation via Parallel Nonlinear Equation Solving.ICML9791-98002021Conference and Workshop Papersopenconf/icml/SongMLE21http://proceedings.mlr.press/v139/song21a.htmlhttps://dblp.org/rec/conf/icml/SongMLE21URL#1335957Yuda Song 0001Wen Sun 0002PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration.ICML9801-98112021Conference and Workshop Papersopenconf/icml/SongS21http://proceedings.mlr.press/v139/song21b.htmlhttps://dblp.org/rec/conf/icml/SongS21URL#1335958Chaobing SongStephen J. Wright 0001Jelena DiakonikolasVariance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums.ICML9824-98342021Conference and Workshop Papersopenconf/icml/SongWD21http://proceedings.mlr.press/v139/song21d.htmlhttps://dblp.org/rec/conf/icml/SongWD21URL#1335959Sumedh A. SontakkeArash MehrjouLaurent IttiBernhard SchölkopfCausal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning.ICML9848-98582021Conference and Workshop Papersopenconf/icml/SontakkeMIS21http://proceedings.mlr.press/v139/sontakke21a.htmlhttps://dblp.org/rec/conf/icml/SontakkeMIS21URL#1335960Alessandro SordoniNouha DziriHannes SchulzGeoffrey J. GordonPhilip BachmanRemi Tachet des CombesDecomposed Mutual Information Estimation for Contrastive Representation Learning.ICML9859-98692021Conference and Workshop Papersopenconf/icml/SordoniDSGBC21http://proceedings.mlr.press/v139/sordoni21a.htmlhttps://dblp.org/rec/conf/icml/SordoniDSGBC21URL#1335961Adam StookeKimin LeePieter AbbeelMichael LaskinDecoupling Representation Learning from Reinforcement Learning.ICML9870-98792021Conference and Workshop Papersopenconf/icml/StookeLAL21http://proceedings.mlr.press/v139/stooke21a.htmlhttps://dblp.org/rec/conf/icml/StookeLAL21URL#1335962Xiu SuShan YouMingkai ZhengFei Wang 0032Chen Qian 0006Changshui ZhangChang Xu 0002K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets.ICML9880-98902021Conference and Workshop Papersopenconf/icml/SuYZ00Z021http://proceedings.mlr.press/v139/su21a.htmlhttps://dblp.org/rec/conf/icml/SuYZ00Z021URL#1335963Kazuya SugiyamaVo Nguyen Le DuyIchiro TakeuchiMore Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method.ICML9891-99012021Conference and Workshop Papersopenconf/icml/SugiyamaDT21http://proceedings.mlr.press/v139/sugiyama21a.htmlhttps://dblp.org/rec/conf/icml/SugiyamaDT21URL#1335964Sainbayar SukhbaatarDa JuSpencer PoffStephen RollerArthur SzlamJason WestonAngela FanNot All Memories are Created Equal: Learning to Forget by Expiring.ICML9902-99122021Conference and Workshop Papersopenconf/icml/SukhbaatarJPRSW21http://proceedings.mlr.press/v139/sukhbaatar21a.htmlhttps://dblp.org/rec/conf/icml/SukhbaatarJPRSW21URL#1335965Cecilia SummersMichael J. DinneenNondeterminism and Instability in Neural Network Optimization.ICML9913-99222021Conference and Workshop Papersopenconf/icml/SummersD21http://proceedings.mlr.press/v139/summers21a.htmlhttps://dblp.org/rec/conf/icml/SummersD21URL#1335966Ming Sun 0008Haoxuan DouBaopu LiJunjie YanWanli OuyangLei CuiAutoSampling: Search for Effective Data Sampling Schedules.ICML9923-99332021Conference and Workshop Papersopenconf/icml/SunDLYOC21http://proceedings.mlr.press/v139/sun21a.htmlhttps://dblp.org/rec/conf/icml/SunDLYOC21URL#1335967Peize SunYi JiangEnze XieWenqi ShaoZehuan YuanChanghu WangPing Luo 0002What Makes for End-to-End Object Detection?ICML9934-99442021Conference and Workshop Papersopenconf/icml/SunJXSYWL21http://proceedings.mlr.press/v139/sun21b.htmlhttps://dblp.org/rec/conf/icml/SunJXSYWL21URL#1335968Wei-Fang SunCheng-Kuang LeeChun-Yi LeeDFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning.ICML9945-99542021Conference and Workshop Papersopenconf/icml/SunLL21http://proceedings.mlr.press/v139/sun21c.htmlhttps://dblp.org/rec/conf/icml/SunLL21URL#1335969Shengyang SunJiaxin ShiAndrew Gordon WilsonRoger B. GrosseScalable Variational Gaussian Processes via Harmonic Kernel Decomposition.ICML9955-99652021Conference and Workshop Papersopenconf/icml/SunSWG21http://proceedings.mlr.press/v139/sun21d.htmlhttps://dblp.org/rec/conf/icml/SunSWG21URL#1335970Haitian SunPatrick VergaBhuwan DhingraRuslan SalakhutdinovWilliam W. CohenReasoning Over Virtual Knowledge Bases With Open Predicate Relations.ICML9966-99772021Conference and Workshop Papersopenconf/icml/SunVDSC21http://proceedings.mlr.press/v139/sun21e.htmlhttps://dblp.org/rec/conf/icml/SunVDSC21URL#1335971Ravi SundaramAnil VullikantiHaifeng XuFan YaoPAC-Learning for Strategic Classification.ICML9978-99882021Conference and Workshop Papersopenconf/icml/SundaramVXY21http://proceedings.mlr.press/v139/sundaram21a.htmlhttps://dblp.org/rec/conf/icml/SundaramVXY21URL#1335972Wesley SuttleKaiqing ZhangZhuoran YangJi Liu 0001David N. KraemerReinforcement Learning for Cost-Aware Markov Decision Processes.ICML9989-99992021Conference and Workshop Papersopenconf/icml/SuttleZY0K21http://proceedings.mlr.press/v139/suttle21a.htmlhttps://dblp.org/rec/conf/icml/SuttleZY0K21URL#1335973Fnu SuyaSaeed MahloujifarAnshuman SuriDavid Evans 0001Yuan Tian 0001Model-Targeted Poisoning Attacks with Provable Convergence.ICML10000-100102021Conference and Workshop Papersopenconf/icml/SuyaMS0021http://proceedings.mlr.press/v139/suya21a.htmlhttps://dblp.org/rec/conf/icml/SuyaMS0021URL#1335974Atsushi SuzukiAtsushi NitandaJing Wang 0023Linchuan XuKenji YamanishiMarc CavazzaGeneralization Error Bound for Hyperbolic Ordinal Embedding.ICML10011-100212021Conference and Workshop Papersopenconf/icml/SuzukiN0XYC21http://proceedings.mlr.press/v139/suzuki21a.htmlhttps://dblp.org/rec/conf/icml/SuzukiN0XYC21URL#1335975Gokul SwamySanjiban ChoudhuryJ. Andrew BagnellSteven Wu 0001Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap.ICML10022-100322021Conference and Workshop Papersopenconf/icml/SwamyCBW21http://proceedings.mlr.press/v139/swamy21a.htmlhttps://dblp.org/rec/conf/icml/SwamyCBW21URL#1335976Saifuddin SyedVittorio RomanielloTrevor CampbellAlexandre Bouchard-CôtéParallel tempering on optimized paths.ICML10033-100422021Conference and Workshop Papersopenconf/icml/SyedRCB21http://proceedings.mlr.press/v139/syed21a.htmlhttps://dblp.org/rec/conf/icml/SyedRCB21URL#1335977Saeid Asgari TaghanakiKristy ChoiAmir Hosein KhasahmadiAnirudh GoyalRobust Representation Learning via Perceptual Similarity Metrics.ICML10043-100532021Conference and Workshop Papersopenconf/icml/TaghanakiCKG21http://proceedings.mlr.press/v139/taghanaki21a.htmlhttps://dblp.org/rec/conf/icml/TaghanakiCKG21URL#1335978Ashraf TahmasbiEllango JothimurugesanSrikanta TirthapuraPhillip B. GibbonsDriftSurf: Stable-State / Reactive-State Learning under Concept Drift.ICML10054-100642021Conference and Workshop Papersopenconf/icml/TahmasbiJTG21http://proceedings.mlr.press/v139/tahmasbi21a.htmlhttps://dblp.org/rec/conf/icml/TahmasbiJTG21URL#1335979Kai Sheng TaiPeter BailisGregory ValiantSinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training.ICML10065-100752021Conference and Workshop Papersopenconf/icml/TaiBV21http://proceedings.mlr.press/v139/tai21a.htmlhttps://dblp.org/rec/conf/icml/TaiBV21URL#1335980Sho TakemoriMasahiro SatoApproximation Theory Based Methods for RKHS Bandits.ICML10076-100852021Conference and Workshop Papersopenconf/icml/TakemoriS21http://proceedings.mlr.press/v139/takemori21a.htmlhttps://dblp.org/rec/conf/icml/TakemoriS21URL#1335981Yuki TakezawaRyoma SatoMakoto YamadaSupervised Tree-Wasserstein Distance.ICML10086-100952021Conference and Workshop Papersopenconf/icml/TakezawaSY21http://proceedings.mlr.press/v139/takezawa21a.htmlhttps://dblp.org/rec/conf/icml/TakezawaSY21URL#1335982Mingxing TanQuoc V. LeEfficientNetV2: Smaller Models and Faster Training.ICML10096-101062021Conference and Workshop Papersopenconf/icml/TanL21http://proceedings.mlr.press/v139/tan21a.htmlhttps://dblp.org/rec/conf/icml/TanL21URL#1335983Anshoo TandonAldric H. J. HanVincent Y. F. TanSGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples.ICML10107-101172021Conference and Workshop Papersopenconf/icml/TandonHT21http://proceedings.mlr.press/v139/tandon21a.htmlhttps://dblp.org/rec/conf/icml/TandonHT21URL#1335984Hanlin TangShaoduo GanAmmar Ahmad AwanSamyam RajbhandariConglong LiXiangru LianJi Liu 0002Ce Zhang 0001Yuxiong He1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed.ICML10118-101292021Conference and Workshop Papersopenconf/icml/TangGARLLLZH21http://proceedings.mlr.press/v139/tang21a.htmlhttps://dblp.org/rec/conf/icml/TangGARLLLZH21URL#1335985Yunhao TangMark RowlandRémi MunosMichal ValkoTaylor Expansion of Discount Factors.ICML10130-101402021Conference and Workshop Papersopenconf/icml/TangRMV21http://proceedings.mlr.press/v139/tang21b.htmlhttps://dblp.org/rec/conf/icml/TangRMV21URL#1335986Yunzhe TaoSahika GencJonathan Chung 0001Tao Sun 0008Sunil MallyaREPAINT: Knowledge Transfer in Deep Reinforcement Learning.ICML10141-101522021Conference and Workshop Papersopenconf/icml/TaoGCSM21http://proceedings.mlr.press/v139/tao21a.htmlhttps://dblp.org/rec/conf/icml/TaoGCSM21URL#1335987Salma TarmounGuilherme FrançaBenjamin D. HaeffeleRené VidalUnderstanding the Dynamics of Gradient Flow in Overparameterized Linear models.ICML10153-101612021Conference and Workshop Papersopenconf/icml/TarmounFHV21http://proceedings.mlr.press/v139/tarmoun21a.htmlhttps://dblp.org/rec/conf/icml/TarmounFHV21URL#1335988Bahar TaskesenMan-Chung YueJose H. BlanchetDaniel Kuhn 0001Viet Anh NguyenSequential Domain Adaptation by Synthesizing Distributionally Robust Experts.ICML10162-101722021Conference and Workshop Papersopenconf/icml/TaskesenYBKN21http://proceedings.mlr.press/v139/taskesen21a.htmlhttps://dblp.org/rec/conf/icml/TaskesenYBKN21URL#1335989Zenna TavaresJames KoppelXin Zhang 0035Ria DasArmando Solar-LezamaA Language for Counterfactual Generative Models.ICML10173-101822021Conference and Workshop Papersopenconf/icml/TavaresK0DS21http://proceedings.mlr.press/v139/tavares21a.htmlhttps://dblp.org/rec/conf/icml/TavaresK0DS21URL#1335990Yi TayMostafa Dehghani 0001Vamsi AribandiJai Prakash GuptaPhilip PhamZhen Qin 0001Dara BahriDa-Cheng JuanDonald MetzlerOmniNet: Omnidirectional Representations from Transformers.ICML10193-102022021Conference and Workshop Papersopenconf/icml/Tay0AGP0BJM21http://proceedings.mlr.press/v139/tay21b.htmlhttps://dblp.org/rec/conf/icml/Tay0AGP0BJM21URL#1335991Yi TayDara BahriDonald MetzlerDa-Cheng JuanZhe Zhao 0001Che ZhengSynthesizer: Rethinking Self-Attention for Transformer Models.ICML10183-101922021Conference and Workshop Papersopenconf/icml/TayBMJZZ21http://proceedings.mlr.press/v139/tay21a.htmlhttps://dblp.org/rec/conf/icml/TayBMJZZ21URL#1335992Jiaye TengZeren TanYang YuanT-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP.ICML10203-102132021Conference and Workshop Papersopenconf/icml/TengTY21http://proceedings.mlr.press/v139/teng21a.htmlhttps://dblp.org/rec/conf/icml/TengTY21URL#1335993Dávid TerjékMoreau-Yosida f-divergences.ICML10214-102242021Conference and Workshop Papersopenconf/icml/Terjek21http://proceedings.mlr.press/v139/terjek21a.htmlhttps://dblp.org/rec/conf/icml/Terjek21URL#1335994Piotr TeterwakChiyuan ZhangDilip KrishnanMichael C. MozerUnderstanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers.ICML10225-102352021Conference and Workshop Papersopenconf/icml/TeterwakZKM21http://proceedings.mlr.press/v139/teterwak21a.htmlhttps://dblp.org/rec/conf/icml/TeterwakZKM21URL#1335995Brijen ThananjeyanKirthevasan KandasamyIon StoicaMichael I. JordanKen GoldbergJoseph Gonzalez 0001Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism.ICML10236-102462021Conference and Workshop Papersopenconf/icml/ThananjeyanKSJG21http://proceedings.mlr.press/v139/thananjeyan21a.htmlhttps://dblp.org/rec/conf/icml/ThananjeyanKSJG21URL#1335996Achille ThinNikita KotelevskiiArnaud DoucetAlain DurmusEric MoulinesMaxim PanovMonte Carlo Variational Auto-Encoders.ICML10247-102572021Conference and Workshop Papersopenconf/icml/ThinKDDMP21http://proceedings.mlr.press/v139/thin21a.htmlhttps://dblp.org/rec/conf/icml/ThinKDDMP21URL#1335997Christian B. ThygesenChristian Skjødt SteenmansAhmad Salim Al-SibahiLys Sanz MoretaAnders Bundgård SørensenThomas HamelryckEfficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model.ICML10258-102672021Conference and Workshop Papersopenconf/icml/ThygesenSAMSH21http://proceedings.mlr.press/v139/thygesen21a.htmlhttps://dblp.org/rec/conf/icml/ThygesenSAMSH21URL#1335998Yi TianYuanhao Wang 0001Tiancheng YuSuvrit SraOnline Learning in Unknown Markov Games.ICML10279-102882021Conference and Workshop Papersopenconf/icml/Tian0YS21http://proceedings.mlr.press/v139/tian21b.htmlhttps://dblp.org/rec/conf/icml/Tian0YS21URL#1335999Yuandong TianXinlei ChenSurya GanguliUnderstanding self-supervised learning dynamics without contrastive pairs.ICML10268-102782021Conference and Workshop Papersopenconf/icml/TianCG21http://proceedings.mlr.press/v139/tian21a.htmlhttps://dblp.org/rec/conf/icml/TianCG21URL#1336000Louis C. TiaoAaron KleinMatthias W. SeegerEdwin V. BonillaCédric ArchambeauFabio Ramos 0001BORE: Bayesian Optimization by Density-Ratio Estimation.ICML10289-103002021Conference and Workshop Papersopenconf/icml/TiaoKSBAR21http://proceedings.mlr.press/v139/tiao21a.htmlhttps://dblp.org/rec/conf/icml/TiaoKSBAR21URL#1336001Conor TillinghastShandian ZheNonparametric Decomposition of Sparse Tensors.ICML10301-103112021Conference and Workshop Papersopenconf/icml/TillinghastZ21http://proceedings.mlr.press/v139/tillinghast21a.htmlhttps://dblp.org/rec/conf/icml/TillinghastZ21URL#1336002David TolpinYuan ZhouTom RainforthHongseok YangProbabilistic Programs with Stochastic Conditioning.ICML10312-103232021Conference and Workshop Papersopenconf/icml/TolpinZRY21http://proceedings.mlr.press/v139/tolpin21a.htmlhttps://dblp.org/rec/conf/icml/TolpinZRY21URL#1336003Nergis TomenSilvia-Laura PinteaJan van GemertDeep Continuous Networks.ICML10324-103352021Conference and Workshop Papersopenconf/icml/TomenPG21http://proceedings.mlr.press/v139/tomen21a.htmlhttps://dblp.org/rec/conf/icml/TomenPG21URL#1336004Hugo TouvronMatthieu CordMatthijs DouzeFrancisco MassaAlexandre SablayrollesHervé JégouTraining data-efficient image transformers & distillation through attention.ICML10347-103572021Conference and Workshop Papersopenconf/icml/TouvronCDMSJ21http://proceedings.mlr.press/v139/touvron21a.htmlhttps://dblp.org/rec/conf/icml/TouvronCDMSJ21URL#1336005Brandon TrabuccoAviral KumarXinyang GengSergey LevineConservative Objective Models for Effective Offline Model-Based Optimization.ICML10358-103682021Conference and Workshop Papersopenconf/icml/TrabuccoKGL21http://proceedings.mlr.press/v139/trabucco21a.htmlhttps://dblp.org/rec/conf/icml/TrabuccoKGL21URL#1336006Hung Tran-TheSunil Gupta 0001Santu RanaSvetha VenkateshBayesian Optimistic Optimisation with Exponentially Decaying Regret.ICML10390-104002021Conference and Workshop Papersopenconf/icml/Tran-The0RV21http://proceedings.mlr.press/v139/tran-the21a.htmlhttps://dblp.org/rec/conf/icml/Tran-The0RV21URL#1336007Gia-Lac TranDimitrios MiliosPietro MichiardiMaurizio FilipponeSparse within Sparse Gaussian Processes using Neighbor Information.ICML10369-103782021Conference and Workshop Papersopenconf/icml/TranMMF21http://proceedings.mlr.press/v139/tran21a.htmlhttps://dblp.org/rec/conf/icml/TranMMF21URL#1336008Trang H. TranLam M. NguyenQuoc Tran-DinhSMG: A Shuffling Gradient-Based Method with Momentum.ICML10379-103892021Conference and Workshop Papersopenconf/icml/TranNT21http://proceedings.mlr.press/v139/tran21b.htmlhttps://dblp.org/rec/conf/icml/TranNT21URL#1336009Frederik TräubleElliot CreagerNiki KilbertusFrancesco LocatelloAndrea DittadiAnirudh GoyalBernhard SchölkopfStefan BauerOn Disentangled Representations Learned from Correlated Data.ICML10401-104122021Conference and Workshop Papersopenconf/icml/TraubleCKLDGSB21http://proceedings.mlr.press/v139/trauble21a.htmlhttps://dblp.org/rec/conf/icml/TraubleCKLDGSB21URL#1336010Johannes TreutleinMichael Dennis 0001Caspar OesterheldJakob N. FoersterA New Formalism, Method and Open Issues for Zero-Shot Coordination.ICML10413-104232021Conference and Workshop Papersopenconf/icml/Treutlein0OF21http://proceedings.mlr.press/v139/treutlein21a.htmlhttps://dblp.org/rec/conf/icml/Treutlein0OF21URL#1336011Eleni TriantafillouHugo LarochelleRichard S. ZemelVincent DumoulinLearning a Universal Template for Few-shot Dataset Generalization.ICML10424-104332021Conference and Workshop Papersopenconf/icml/TriantafillouLZ21http://proceedings.mlr.press/v139/triantafillou21a.htmlhttps://dblp.org/rec/conf/icml/TriantafillouLZ21URL#1336012Nilesh TripuraneniChi Jin 0001Michael I. JordanProvable Meta-Learning of Linear Representations.ICML10434-104432021Conference and Workshop Papersopenconf/icml/TripuraneniJJ21http://proceedings.mlr.press/v139/tripuraneni21a.htmlhttps://dblp.org/rec/conf/icml/TripuraneniJJ21URL#1336013William TrouleauJalal EtesamiMatthias GrossglauserNegar KiyavashPatrick ThiranCumulants of Hawkes Processes are Robust to Observation Noise.ICML10444-104542021Conference and Workshop Papersopenconf/icml/TrouleauEGKT21http://proceedings.mlr.press/v139/trouleau21a.htmlhttps://dblp.org/rec/conf/icml/TrouleauEGKT21URL#1336014Shubham TulsianiAbhinav Gupta 0001PixelTransformer: Sample Conditioned Signal Generation.ICML10455-104642021Conference and Workshop Papersopenconf/icml/Tulsiani021http://proceedings.mlr.press/v139/tulsiani21a.htmlhttps://dblp.org/rec/conf/icml/Tulsiani021URL#1336015Jalaj UpadhyaySarvagya UpadhyayA Framework for Private Matrix Analysis in Sliding Window Model.ICML10465-104752021Conference and Workshop Papersopenconf/icml/UpadhyayU21http://proceedings.mlr.press/v139/upadhyay21a.htmlhttps://dblp.org/rec/conf/icml/UpadhyayU21URL#1336016Ilnura UsmanovaMaryam KamgarpourAndreas Krause 0001Kfir Y. LevyFast Projection Onto Convex Smooth Constraints.ICML10476-104862021Conference and Workshop Papersopenconf/icml/UsmanovaK0L21http://proceedings.mlr.press/v139/usmanova21a.htmlhttps://dblp.org/rec/conf/icml/UsmanovaK0L21URL#1336017Aleksei UstimenkoLiudmila ProkhorenkovaSGLB: Stochastic Gradient Langevin Boosting.ICML10487-104962021Conference and Workshop Papersopenconf/icml/UstimenkoP21http://proceedings.mlr.press/v139/ustimenko21a.htmlhttps://dblp.org/rec/conf/icml/UstimenkoP21URL#1336018Pashootan VaezipoorAndrew C. LiRodrigo Toro IcarteSheila A. McIlraithLTL2Action: Generalizing LTL Instructions for Multi-Task RL.ICML10497-105082021Conference and Workshop Papersopenconf/icml/VaezipoorLIM21http://proceedings.mlr.press/v139/vaezipoor21a.htmlhttps://dblp.org/rec/conf/icml/VaezipoorLIM21URL#1336019Ramakrishna VedantamArthur SzlamMaximilian NickelAri MorcosBrenden M. LakeCURI: A Benchmark for Productive Concept Learning Under Uncertainty.ICML10519-105292021Conference and Workshop Papersopenconf/icml/VedantamSNML21http://proceedings.mlr.press/v139/vedantam21a.htmlhttps://dblp.org/rec/conf/icml/VedantamSNML21URL#1336020Vikas VermaThang LuongKenji KawaguchiHieu Pham 0001Quoc V. LeTowards Domain-Agnostic Contrastive Learning.ICML10530-105412021Conference and Workshop Papersopenconf/icml/VermaLKPL21http://proceedings.mlr.press/v139/verma21a.htmlhttps://dblp.org/rec/conf/icml/VermaLKPL21URL#1336021Sagar VermaJean-Christophe PesquetSparsifying Networks via Subdifferential Inclusion.ICML10542-105522021Conference and Workshop Papersopenconf/icml/VermaP21http://proceedings.mlr.press/v139/verma21b.htmlhttps://dblp.org/rec/conf/icml/VermaP21URL#1336022Paul VicolLuke MetzJascha Sohl-DicksteinUnbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies.ICML10553-105632021Conference and Workshop Papersopenconf/icml/VicolMS21http://proceedings.mlr.press/v139/vicol21a.htmlhttps://dblp.org/rec/conf/icml/VicolMS21URL#1336023Cédric Vincent-CuazTitouan VayerRémi FlamaryMarco CorneliNicolas CourtyOnline Graph Dictionary Learning.ICML10564-105742021Conference and Workshop Papersopenconf/icml/Vincent-CuazVFC21http://proceedings.mlr.press/v139/vincent-cuaz21a.htmlhttps://dblp.org/rec/conf/icml/Vincent-CuazVFC21URL#1336024Daniël VosSicco VerwerEfficient Training of Robust Decision Trees Against Adversarial Examples.ICML10586-105952021Conference and Workshop Papersopenconf/icml/VosV21http://proceedings.mlr.press/v139/vos21a.htmlhttps://dblp.org/rec/conf/icml/VosV21URL#1336025Andrey VoynovStanislav MorozovArtem BabenkoObject Segmentation Without Labels with Large-Scale Generative Models.ICML10596-106062021Conference and Workshop Papersopenconf/icml/VoynovMB21http://proceedings.mlr.press/v139/voynov21a.htmlhttps://dblp.org/rec/conf/icml/VoynovMB21URL#1336026Robbie VreugdenhilViet Anh NguyenArmin EftekhariPeyman Mohajerin EsfahaniPrincipal Component Hierarchy for Sparse Quadratic Programs.ICML10607-106162021Conference and Workshop Papersopenconf/icml/VreugdenhilNEE21http://proceedings.mlr.press/v139/vreugdenhil21a.htmlhttps://dblp.org/rec/conf/icml/VreugdenhilNEE21URL#1336027Neha S. WadiaDaniel DuckworthSamuel S. SchoenholzEthan DyerJascha Sohl-DicksteinWhitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization.ICML10617-106292021Conference and Workshop Papersopenconf/icml/WadiaDSDS21http://proceedings.mlr.press/v139/wadia21a.htmlhttps://dblp.org/rec/conf/icml/WadiaDSDS21URL#1336028Nolan WagenerByron BootsChing-An ChengSafe Reinforcement Learning Using Advantage-Based Intervention.ICML10630-106402021Conference and Workshop Papersopenconf/icml/WagenerBC21http://proceedings.mlr.press/v139/wagener21a.htmlhttps://dblp.org/rec/conf/icml/WagenerBC21URL#1336029Andrew J. WagenmakerMax SimchowitzKevin G. JamiesonTask-Optimal Exploration in Linear Dynamical Systems.ICML10641-106522021Conference and Workshop Papersopenconf/icml/WagenmakerSJ21http://proceedings.mlr.press/v139/wagenmaker21a.htmlhttps://dblp.org/rec/conf/icml/WagenmakerSJ21URL#1336030Xingchen WanVu NguyenHuong HaBin Xin RuCong LuMichael A. OsborneThink Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces.ICML10663-106742021Conference and Workshop Papersopenconf/icml/WanNHRLO21http://proceedings.mlr.press/v139/wan21b.htmlhttps://dblp.org/rec/conf/icml/WanNHRLO21URL#1336031Yi Wan 0004Abhishek NaikRichard S. SuttonLearning and Planning in Average-Reward Markov Decision Processes.ICML10653-106622021Conference and Workshop Papersopenconf/icml/WanNS21http://proceedings.mlr.press/v139/wan21a.htmlhttps://dblp.org/rec/conf/icml/WanNS21URL#1336032Haoxiang Wang 0003Han Zhao 0002Bo Li 0026Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation.ICML10991-110022021Conference and Workshop Papersopenconf/icml/Wang0L21http://proceedings.mlr.press/v139/wang21ad.htmlhttps://dblp.org/rec/conf/icml/Wang0L21URL#1336033Zi WangZero-Shot Knowledge Distillation from a Decision-Based Black-Box Model.ICML10675-106852021Conference and Workshop Papersopenconf/icml/Wang21http://proceedings.mlr.press/v139/wang21a.htmlhttps://dblp.org/rec/conf/icml/Wang21URL#1336034Yixin WangDavid M. BleiA Proxy Variable View of Shared Confounding.ICML10697-107072021Conference and Workshop Papersopenconf/icml/WangB21http://proceedings.mlr.press/v139/wang21c.htmlhttps://dblp.org/rec/conf/icml/WangB21URL#1336035Lequn WangYiwei BaiWen SunThorsten JoachimsFairness of Exposure in Stochastic Bandits.ICML10686-106962021Conference and Workshop Papersopenconf/icml/WangBSJ21http://proceedings.mlr.press/v139/wang21b.htmlhttps://dblp.org/rec/conf/icml/WangBSJ21URL#1336036Jiali WangHe ChenRujun JiangXudong LiZihao LiFast Algorithms for Stackelberg Prediction Game with Least Squares Loss.ICML10708-107162021Conference and Workshop Papersopenconf/icml/WangCJLL21http://proceedings.mlr.press/v139/wang21d.htmlhttps://dblp.org/rec/conf/icml/WangCJLL21URL#1336037Jing Wang 0113Xin Geng 0001Label Distribution Learning Machine.ICML10749-107592021Conference and Workshop Papersopenconf/icml/WangG21http://proceedings.mlr.press/v139/wang21h.htmlhttps://dblp.org/rec/conf/icml/WangG21URL#1336038Dilin WangChengyue GongMeng Li 0004Qiang Liu 0001Vikas ChandraAlphaNet: Improved Training of Supernets with Alpha-Divergence.ICML10760-107712021Conference and Workshop Papersopenconf/icml/WangGLLC21http://proceedings.mlr.press/v139/wang21i.htmlhttps://dblp.org/rec/conf/icml/WangGLLC21URL#1336039Ximei WangJinghan GaoMingsheng LongJianmin Wang 0001Self-Tuning for Data-Efficient Deep Learning.ICML10738-107482021Conference and Workshop Papersopenconf/icml/WangGLW21http://proceedings.mlr.press/v139/wang21g.htmlhttps://dblp.org/rec/conf/icml/WangGLW21URL#1336040Yu Wang 0144Alfred Olivier HeroSG-PALM: a Fast Physically Interpretable Tensor Graphical Model.ICML10783-107932021Conference and Workshop Papersopenconf/icml/WangH21http://proceedings.mlr.press/v139/wang21k.htmlhttps://dblp.org/rec/conf/icml/WangH21URL#1336041Weichen WangJiequn HanZhuoran YangZhaoran Wang 0001Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time.ICML10772-107822021Conference and Workshop Papersopenconf/icml/WangHYW21http://proceedings.mlr.press/v139/wang21j.htmlhttps://dblp.org/rec/conf/icml/WangHYW21URL#1336042Gefei WangYuling JiaoQian XuYang WangCan YangDeep Generative Learning via Schrödinger Bridge.ICML10794-108042021Conference and Workshop Papersopenconf/icml/WangJXWY21http://proceedings.mlr.press/v139/wang21l.htmlhttps://dblp.org/rec/conf/icml/WangJXWY21URL#1336043Jun-Kun WangChi-Heng LinJacob D. AbernethyA Modular Analysis of Provable Acceleration via Polyak's Momentum: Training a Wide ReLU Network and a Deep Linear Network.ICML10816-108272021Conference and Workshop Papersopenconf/icml/WangLA21http://proceedings.mlr.press/v139/wang21n.htmlhttps://dblp.org/rec/conf/icml/WangLA21URL#1336044Y. Samuel WangSi Kai LeePanos ToulisMladen KolarRobust Inference for High-Dimensional Linear Models via Residual Randomization.ICML10805-108152021Conference and Workshop Papersopenconf/icml/WangLTK21http://proceedings.mlr.press/v139/wang21m.htmlhttps://dblp.org/rec/conf/icml/WangLTK21URL#1336045Mengfan WangBoyu LyuGuoqiang YuConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation.ICML10839-108482021Conference and Workshop Papersopenconf/icml/WangLY21http://proceedings.mlr.press/v139/wang21p.htmlhttps://dblp.org/rec/conf/icml/WangLY21URL#1336046Peng Wang 0098Huikang LiuZirui ZhouAnthony Man-Cho SoOptimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method.ICML10828-108382021Conference and Workshop Papersopenconf/icml/WangLZS21http://proceedings.mlr.press/v139/wang21o.htmlhttps://dblp.org/rec/conf/icml/WangLZS21URL#1336047Bohan WangQi MengWei Chen 0034Tie-Yan LiuThe Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks.ICML10849-108582021Conference and Workshop Papersopenconf/icml/WangM0L21http://proceedings.mlr.press/v139/wang21q.htmlhttps://dblp.org/rec/conf/icml/WangM0L21URL#1336048Yunjuan WangPoorya MianjyRaman AroraRobust Learning for Data Poisoning Attacks.ICML10859-108692021Conference and Workshop Papersopenconf/icml/WangMA21http://proceedings.mlr.press/v139/wang21r.htmlhttps://dblp.org/rec/conf/icml/WangMA21URL#1336049Angelina WangOlga RussakovskyDirectional Bias Amplification.ICML10882-108932021Conference and Workshop Papersopenconf/icml/WangR21http://proceedings.mlr.press/v139/wang21t.htmlhttps://dblp.org/rec/conf/icml/WangR21URL#1336050Alexander WangMengye RenRichard S. ZemelSketchEmbedNet: Learning Novel Concepts by Imitating Drawings.ICML10870-108812021Conference and Workshop Papersopenconf/icml/WangRZ21http://proceedings.mlr.press/v139/wang21s.htmlhttps://dblp.org/rec/conf/icml/WangRZ21URL#1336051Yutong WangClayton ScottAn exact solver for the Weston-Watkins SVM subproblem.ICML10894-109042021Conference and Workshop Papersopenconf/icml/WangS21http://proceedings.mlr.press/v139/wang21u.htmlhttps://dblp.org/rec/conf/icml/WangS21URL#1336052Daochen WangAarthi SundaramRobin KothariAshish KapoorMartin RoettelerQuantum algorithms for reinforcement learning with a generative model.ICML10916-109262021Conference and Workshop Papersopenconf/icml/WangSKKR21http://proceedings.mlr.press/v139/wang21w.htmlhttps://dblp.org/rec/conf/icml/WangSKKR21URL#1336053