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Yang Cai , Weiqiang Zheng : Doubly Optimal No-Regret Learning in Monotone Games. ICML 2023 : 3507-3524 share record
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Wanrong Zhang , Ruqi Zhang : DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference. ICML 2023 : 41847-41860 share record
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Yixuan Wang , Simon Sinong Zhan , Ruochen Jiao , Zhilu Wang , Wanxin Jin , Zhuoran Yang , Zhaoran Wang , Chao Huang , Qi Zhu : Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments. ICML 2023 : 36593-36604 share record
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Zhao Song , Xin Yang , Yuanyuan Yang , Lichen Zhang : Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance. ICML 2023 : 32418-32462 share record
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Zifeng Wang , Zheng Zhan , Yifan Gong , Yucai Shao , Stratis Ioannidis , Yanzhi Wang , Jennifer G. Dy : DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning. ICML 2023 : 36578-36592 share record
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Ziyi Chen , Yi Zhou , Yingbin Liang , Zhaosong Lu : Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization. ICML 2023 : 5396-5427 share record
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Jeongwhan Choi , Seoyoung Hong , Noseong Park , Sung-Bae Cho : GREAD: Graph Neural Reaction-Diffusion Networks. ICML 2023 : 5722-5747 share record
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Jonathan Lee , Alekh Agarwal , Christoph Dann , Tong Zhang : Learning in POMDPs is Sample-Efficient with Hindsight Observability. ICML 2023 : 18733-18773 share record
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Shengwei Zhou , Rufan Bai , Xiaowei Wu : Multi-agent Online Scheduling: MMS Allocations for Indivisible Items. ICML 2023 : 42506-42516 share record
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Pingchuan Ma , Peter Yichen Chen , Bolei Deng , Joshua B. Tenenbaum , Tao Du , Chuang Gan , Wojciech Matusik : Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics. ICML 2023 : 23279-23300 share record
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Shenghao Yang , Kimon Fountoulakis : Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees. ICML 2023 : 39252-39276 share record
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Jie Xiao , Xueyang Fu , Man Zhou , Hongjian Liu , Zheng-Jun Zha : Random Shuffle Transformer for Image Restoration. ICML 2023 : 38039-38058 share record
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Shiming Chen , Wenjin Hou , Ziming Hong , Xiaohan Ding , Yibing Song , Xinge You , Tongliang Liu , Kun Zhang : Evolving Semantic Prototype Improves Generative Zero-Shot Learning. ICML 2023 : 4611-4622 share record
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Ziqing Yang , Xinlei He , Zheng Li , Michael Backes , Mathias Humbert , Pascal Berrang , Yang Zhang : Data Poisoning Attacks Against Multimodal Encoders. ICML 2023 : 39299-39313 share record
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Weiwei Lin , Chenhang He , Man-Wai Mak , Youzhi Tu : Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations. ICML 2023 : 21065-21077 share record
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Shivam Gupta , Jasper C. H. Lee , Eric Price : High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors. ICML 2023 : 12132-12164 share record
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Yuxin Zhang , Yiting Luo , Mingbao Lin , Yunshan Zhong , Jingjing Xie , Fei Chao , Rongrong Ji : Bi-directional Masks for Efficient N: M Sparse Training. ICML 2023 : 41488-41497 share record
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Yan Dai , Haipeng Luo , Chen-Yu Wei , Julian Zimmert : Refined Regret for Adversarial MDPs with Linear Function Approximation. ICML 2023 : 6726-6759 share record
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Qingyang Wang , Michael Alan Powell , Eric W. Bridgeford , Ali Geisa , Joshua T. Vogelstein : Polarity Is All You Need to Learn and Transfer Faster. ICML 2023 : 36264-36284 share record
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Rafael Rodríguez-Sánchez , Benjamin Adin Spiegel , Jennifer Wang , Roma Patel , Stefanie Tellex , George Konidaris : RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents. ICML 2023 : 29161-29178 share record
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Yurong Chen , Qian Wang , Zhijian Duan , Haoran Sun , Zhaohua Chen , Xiang Yan , Xiaotie Deng : Coordinated Dynamic Bidding in Repeated Second-Price Auctions with Budgets. ICML 2023 : 5052-5086 share record
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Jianan Zhou , Yaoxin Wu , Wen Song , Zhiguang Cao , Jie Zhang : Towards Omni-generalizable Neural Methods for Vehicle Routing Problems. ICML 2023 : 42769-42789 share record
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Zhao Song , Yitan Wang , Zheng Yu , Lichen Zhang : Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability. ICML 2023 : 32365-32417 share record
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Junyi Zhu , Ruicong Yao , Matthew B. Blaschko : Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning. ICML 2023 : 43228-43257 share record
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Yulai Zhao , Zhuoran Yang , Zhaoran Wang , Jason D. Lee : Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning. ICML 2023 : 42200-42226 share record
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Zhao Song , Mingquan Ye , Junze Yin , Lichen Zhang : A Nearly-Optimal Bound for Fast Regression with ℓ∞ Guarantee. ICML 2023 : 32463-32482 share record
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Xutong Liu , Jinhang Zuo , Siwei Wang , John C. S. Lui , Mohammad Hajiesmaili , Adam Wierman , Wei Chen : Contextual Combinatorial Bandits with Probabilistically Triggered Arms. ICML 2023 : 22559-22593 share record
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Jialin Liu , Xiaohan Chen , Zhangyang Wang , Wotao Yin , HanQin Cai : Towards Constituting Mathematical Structures for Learning to Optimize. ICML 2023 : 21426-21449 share record
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Hien Dang , Tho Tran Huu , Stanley J. Osher , Hung Tran-The , Nhat Ho , Tan Minh Nguyen : Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data. ICML 2023 : 6873-6947 share record
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Wei Xiao , Tsun-Hsuan Wang , Ramin M. Hasani , Mathias Lechner , Yutong Ban , Chuang Gan , Daniela Rus : On the Forward Invariance of Neural ODEs. ICML 2023 : 38100-38124