:facetid:toc:\"db/conf/icml/icml2009.bht\"OK:facetid:toc:db/conf/icml/icml2009.bhtRyan Prescott AdamsZoubin GhahramaniArchipelago: nonparametric Bayesian semi-supervised learning.ICML1-82009Conference and Workshop Papersclosedconf/icml/AdamsG0910.1145/1553374.1553375https://doi.org/10.1145/1553374.1553375https://dblp.org/rec/conf/icml/AdamsG09URL#5157734Ryan Prescott AdamsIain Murray 0001David J. C. MacKayTractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities.ICML9-162009Conference and Workshop Papersclosedconf/icml/AdamsMM0910.1145/1553374.1553376https://doi.org/10.1145/1553374.1553376https://dblp.org/rec/conf/icml/AdamsMM09URL#5157735John Mark AgostaRussell G. AlmondDennis M. BuedeMarek J. DruzdzelJudy GoldsmithSilja RenooijWorkshop summary: Seventh annual workshop on Bayes applications.ICML32009Conference and Workshop Papersclosedconf/icml/AgostaABDGR0910.1145/1553374.1553540https://doi.org/10.1145/1553374.1553540https://dblp.org/rec/conf/icml/AgostaABDGR09URL#5157736Fabio AiolliGiovanni Da San MartinoAlessandro SperdutiRoute kernels for trees.ICML17-242009Conference and Workshop Papersclosedconf/icml/AiolliMS0910.1145/1553374.1553377https://doi.org/10.1145/1553374.1553377https://dblp.org/rec/conf/icml/AiolliMS09URL#5157737David AndrzejewskiXiaojin Zhu 0001Mark CravenIncorporating domain knowledge into topic modeling via Dirichlet Forest priors.ICML25-322009Conference and Workshop Papersclosedconf/icml/AndrzejewskiZC0910.1145/1553374.1553378https://doi.org/10.1145/1553374.1553378https://dblp.org/rec/conf/icml/AndrzejewskiZC09URL#5157738Jean-Yves AudibertPeter AuerAlessandro LazaricRémi MunosDaniil RyabkoCsaba SzepesváriWorkshop summary: On-line learning with limited feedback.ICML82009Conference and Workshop Papersclosedconf/icml/AudibertALMRS0910.1145/1553374.1553547https://doi.org/10.1145/1553374.1553547https://dblp.org/rec/conf/icml/AudibertALMRS09URL#5157739Raphaël BaillyFrançois DenisLiva RalaivolaGrammatical inference as a principal component analysis problem.ICML33-402009Conference and Workshop Papersclosedconf/icml/BaillyDR0910.1145/1553374.1553379https://doi.org/10.1145/1553374.1553379https://dblp.org/rec/conf/icml/BaillyDR09URL#5157740Yoshua BengioJérôme LouradourRonan CollobertJason WestonCurriculum learning.ICML41-482009Conference and Workshop Papersclosedconf/icml/BengioLCW0910.1145/1553374.1553380https://doi.org/10.1145/1553374.1553380https://dblp.org/rec/conf/icml/BengioLCW09URL#5157741Paul N. BennettMisha BilenkoKevyn Collins-ThompsonTutorial summary: Machine learning in IR: recent successes and new opportunities.ICML172009Conference and Workshop Papersclosedconf/icml/BennettBC0910.1145/1553374.1553558https://doi.org/10.1145/1553374.1553558https://dblp.org/rec/conf/icml/BennettBC09URL#5157742Alina BeygelzimerSanjoy DasguptaJohn Langford 0001Importance weighted active learning.ICML49-562009Conference and Workshop Papersclosedconf/icml/BeygelzimerDL0910.1145/1553374.1553381https://doi.org/10.1145/1553374.1553381https://dblp.org/rec/conf/icml/BeygelzimerDL09URL#5157743Alina BeygelzimerJohn Langford 0001Bianca ZadroznyTutorial summary: Reductions in machine learning.ICML122009Conference and Workshop Papersclosedconf/icml/BeygelzimerLZ0910.1145/1553374.1553552https://doi.org/10.1145/1553374.1553552https://dblp.org/rec/conf/icml/BeygelzimerLZ09URL#5157744Guillaume BouchardOnno ZoeterSplit variational inference.ICML57-642009Conference and Workshop Papersclosedconf/icml/BouchardZ0910.1145/1553374.1553382https://doi.org/10.1145/1553374.1553382https://dblp.org/rec/conf/icml/BouchardZ09URL#5157745Abdeslam BoulariasBrahim Chaib-draaPredictive representations for policy gradient in POMDPs.ICML65-722009Conference and Workshop Papersclosedconf/icml/BoulariasC0910.1145/1553374.1553383https://doi.org/10.1145/1553374.1553383https://dblp.org/rec/conf/icml/BoulariasC09URL#5157746Craig BoutilierKevin Regan 0001Paolo ViappianiOnline feature elicitation in interactive optimization.ICML73-802009Conference and Workshop Papersclosedconf/icml/BoutilierRV0910.1145/1553374.1553384https://doi.org/10.1145/1553374.1553384https://dblp.org/rec/conf/icml/BoutilierRV09URL#5157747Thomas BühlerMatthias Hein 0001Spectral clustering based on the graph p-Laplacian.ICML81-882009Conference and Workshop Papersclosedconf/icml/BuhlerH0910.1145/1553374.1553385https://doi.org/10.1145/1553374.1553385https://dblp.org/rec/conf/icml/BuhlerH09URL#5157748Michael C. BurlEsther WangActive learning for directed exploration of complex systems.ICML89-962009Conference and Workshop Papersclosedconf/icml/BurlW0910.1145/1553374.1553386https://doi.org/10.1145/1553374.1553386https://dblp.org/rec/conf/icml/BurlW09URL#5157749Alberto Giovanni BusettoCheng Soon OngJoachim M. BuhmannOptimized expected information gain for nonlinear dynamical systems.ICML97-1042009Conference and Workshop Papersclosedconf/icml/BusettoOB0910.1145/1553374.1553387https://doi.org/10.1145/1553374.1553387https://dblp.org/rec/conf/icml/BusettoOB09URL#5157750Deng Cai 0001Xuanhui WangXiaofei He 0001Probabilistic dyadic data analysis with local and global consistency.ICML105-1122009Conference and Workshop Papersclosedconf/icml/CaiWH0910.1145/1553374.1553388https://doi.org/10.1145/1553374.1553388https://dblp.org/rec/conf/icml/CaiWH09URL#5157751Cassio P. de CamposZhi ZengQiang JiStructure learning of Bayesian networks using constraints.ICML113-1202009Conference and Workshop Papersclosedconf/icml/CamposZJ0910.1145/1553374.1553389https://doi.org/10.1145/1553374.1553389https://dblp.org/rec/conf/icml/CamposZJ09URL#5157752Nicolò Cesa-BianchiClaudio GentileFrancesco OrabonaRobust bounds for classification via selective sampling.ICML121-1282009Conference and Workshop Papersclosedconf/icml/Cesa-BianchiGO0910.1145/1553374.1553390https://doi.org/10.1145/1553374.1553390https://dblp.org/rec/conf/icml/Cesa-BianchiGO09URL#5157753Kamalika ChaudhuriSham M. KakadeKaren LivescuKarthik SridharanMulti-view clustering via canonical correlation analysis.ICML129-1362009Conference and Workshop Papersclosedconf/icml/ChaudhuriKLS0910.1145/1553374.1553391https://doi.org/10.1145/1553374.1553391https://dblp.org/rec/conf/icml/ChaudhuriKLS09URL#5157754Yihua ChenMaya R. GuptaBenjamin RechtLearning kernels from indefinite similarities.ICML145-1522009Conference and Workshop Papersclosedconf/icml/ChenGR0910.1145/1553374.1553393https://doi.org/10.1145/1553374.1553393https://dblp.org/rec/conf/icml/ChenGR09URL#5157755Jianhui ChenLei Tang 0001Jun Liu 0003Jieping YeA convex formulation for learning shared structures from multiple tasks.ICML137-1442009Conference and Workshop Papersclosedconf/icml/ChenTLY0910.1145/1553374.1553392https://doi.org/10.1145/1553374.1553392https://dblp.org/rec/conf/icml/ChenTLY09URL#5157756Weiwei ChengJens C. HuhnEyke HüllermeierDecision tree and instance-based learning for label ranking.ICML161-1682009Conference and Workshop Papersclosedconf/icml/ChengHH0910.1145/1553374.1553395https://doi.org/10.1145/1553374.1553395https://dblp.org/rec/conf/icml/ChengHH09URL#5157757Chih-Chieh ChengFei ShaLawrence K. SaulMatrix updates for perceptron training of continuous density hidden Markov models.ICML153-1602009Conference and Workshop Papersclosedconf/icml/ChengSS0910.1145/1553374.1553394https://doi.org/10.1145/1553374.1553394https://dblp.org/rec/conf/icml/ChengSS09URL#5157758Youngmin ChoLawrence K. SaulLearning dictionaries of stable autoregressive models for audio scene analysis.ICML169-1762009Conference and Workshop Papersclosedconf/icml/ChoS0910.1145/1553374.1553396https://doi.org/10.1145/1553374.1553396https://dblp.org/rec/conf/icml/ChoS09URL#5157759Myung Jin ChoiVenkat ChandrasekaranAlan S. WillskyExploiting sparse Markov and covariance structure in multiresolution models.ICML177-1842009Conference and Workshop Papersclosedconf/icml/ChoiCW0910.1145/1553374.1553397https://doi.org/10.1145/1553374.1553397https://dblp.org/rec/conf/icml/ChoiCW09URL#5157760Stéphan ClémençonNicolas VayatisNonparametric estimation of the precision-recall curve.ICML185-1922009Conference and Workshop Papersclosedconf/icml/ClemenconV0910.1145/1553374.1553398https://doi.org/10.1145/1553374.1553398https://dblp.org/rec/conf/icml/ClemenconV09URL#5157761Corinna CortesInvited talk: Can learning kernels help performance?ICML12009Conference and Workshop Papersclosedconf/icml/Cortes0910.1145/1553374.1553538https://doi.org/10.1145/1553374.1553538https://dblp.org/rec/conf/icml/Cortes09URL#5157762Wenyuan DaiOu JinGui-Rong XueQiang Yang 0001Yong Yu 0001EigenTransfer: a unified framework for transfer learning.ICML193-2002009Conference and Workshop Papersclosedconf/icml/DaiJXYY0910.1145/1553374.1553399https://doi.org/10.1145/1553374.1553399https://dblp.org/rec/conf/icml/DaiJXYY09URL#5157763Samuel I. DaitchJonathan A. KelnerDaniel A. SpielmanFitting a graph to vector data.ICML201-2082009Conference and Workshop Papersclosedconf/icml/DaitchKS0910.1145/1553374.1553400https://doi.org/10.1145/1553374.1553400https://dblp.org/rec/conf/icml/DaitchKS09URL#5157764Sanjoy DasguptaJohn Langford 0001Tutorial summary: Active learning.ICML182009Conference and Workshop Papersclosedconf/icml/DasguptaL0910.1145/1553374.1553559https://doi.org/10.1145/1553374.1553559https://dblp.org/rec/conf/icml/DasguptaL09URL#5157765Hal Daumé IIIUnsupervised search-based structured prediction.ICML209-2162009Conference and Workshop Papersclosedconf/icml/Daume0910.1145/1553374.1553401https://doi.org/10.1145/1553374.1553401https://dblp.org/rec/conf/icml/Daume09URL#5157766Jesse DavisPedro M. DomingosDeep transfer via second-order Markov logic.ICML217-2242009Conference and Workshop Papersclosedconf/icml/DavisD0910.1145/1553374.1553402https://doi.org/10.1145/1553374.1553402https://dblp.org/rec/conf/icml/DavisD09URL#5157767Marc Peter DeisenrothMarco F. HuberUwe D. HanebeckAnalytic moment-based Gaussian process filtering.ICML225-2322009Conference and Workshop Papersclosedconf/icml/DeisenrothHH0910.1145/1553374.1553403https://doi.org/10.1145/1553374.1553403https://dblp.org/rec/conf/icml/DeisenrothHH09URL#5157768Ofer DekelOhad ShamirGood learners for evil teachers.ICML233-2402009Conference and Workshop Papersclosedconf/icml/DekelS0910.1145/1553374.1553404https://doi.org/10.1145/1553374.1553404https://dblp.org/rec/conf/icml/DekelS09URL#5157769Meghana DeodharGunjan GuptaJoydeep GhoshHyuk ChoInderjit S. DhillonA scalable framework for discovering coherent co-clusters in noisy data.ICML241-2482009Conference and Workshop Papersclosedconf/icml/DeodharGGCD0910.1145/1553374.1553405https://doi.org/10.1145/1553374.1553405https://dblp.org/rec/conf/icml/DeodharGGCD09URL#5157770Carlos DiukLihong Li 0001Bethany R. LefflerThe adaptive k-meteorologists problem and its application to structure learning and feature selection in reinforcement learning.ICML249-2562009Conference and Workshop Papersclosedconf/icml/DiukLL0910.1145/1553374.1553406https://doi.org/10.1145/1553374.1553406https://dblp.org/rec/conf/icml/DiukLL09URL#5157771Trinh Minh Tri DoThierry ArtièresLarge margin training for hidden Markov models with partially observed states.ICML265-2722009Conference and Workshop Papersclosedconf/icml/DoA0910.1145/1553374.1553408https://doi.org/10.1145/1553374.1553408https://dblp.org/rec/conf/icml/DoA09URL#5157772Chuong B. DoQuoc V. LeChuan-Sheng FooProximal regularization for online and batch learning.ICML257-2642009Conference and Workshop Papersclosedconf/icml/DoLF0910.1145/1553374.1553407https://doi.org/10.1145/1553374.1553407https://dblp.org/rec/conf/icml/DoLF09URL#5157773Finale Doshi-VelezZoubin GhahramaniAccelerated sampling for the Indian Buffet Process.ICML273-2802009Conference and Workshop Papersclosedconf/icml/Doshi-VelezG0910.1145/1553374.1553409https://doi.org/10.1145/1553374.1553409https://dblp.org/rec/conf/icml/Doshi-VelezG09URL#5157774Gabriel DoyleCharles ElkanAccounting for burstiness in topic models.ICML281-2882009Conference and Workshop Papersclosedconf/icml/DoyleE0910.1145/1553374.1553410https://doi.org/10.1145/1553374.1553410https://dblp.org/rec/conf/icml/DoyleE09URL#5157775Chris DrummondNathalie JapkowiczWilliam KlementSofus A. MacskassyWorkshop summary: The fourth workshop on evaluation methods for machine learning.ICML72009Conference and Workshop Papersclosedconf/icml/DrummondJKM0910.1145/1553374.1553546https://doi.org/10.1145/1553374.1553546https://dblp.org/rec/conf/icml/DrummondJKM09URL#5157776Lixin DuanIvor W. TsangDong Xu 0001Tat-Seng ChuaDomain adaptation from multiple sources via auxiliary classifiers.ICML289-2962009Conference and Workshop Papersclosedconf/icml/DuanTXC0910.1145/1553374.1553411https://doi.org/10.1145/1553374.1553411https://dblp.org/rec/conf/icml/DuanTXC09URL#5157777John C. DuchiYoram SingerBoosting with structural sparsity.ICML297-3042009Conference and Workshop Papersclosedconf/icml/DuchiS0910.1145/1553374.1553412https://doi.org/10.1145/1553374.1553412https://dblp.org/rec/conf/icml/DuchiS09URL#5157778Douglas EckDan EllisPhilippe HamelWorkshop summary: Sparse methods for music audio.ICML112009Conference and Workshop Papersclosedconf/icml/EckEH0910.1145/1553374.1553551https://doi.org/10.1145/1553374.1553551https://dblp.org/rec/conf/icml/EckEH09URL#5157779Eyal Even-DarVahab S. MirrokniTutorial summary: Convergence of natural dynamics to equilibria.ICML132009Conference and Workshop Papersclosedconf/icml/Even-DarM0910.1145/1553374.1553553https://doi.org/10.1145/1553374.1553553https://dblp.org/rec/conf/icml/Even-DarM09URL#5157780Alireza FarhangfarRussell GreinerCsaba SzepesváriLearning to segment from a few well-selected training images.ICML305-3122009Conference and Workshop Papersclosedconf/icml/FarhangfarGS0910.1145/1553374.1553413https://doi.org/10.1145/1553374.1553413https://dblp.org/rec/conf/icml/FarhangfarGS09URL#5157781M. Julia FloresJosé A. Gámez 0001Ana M. MartínezJosé Miguel PuertaGAODE and HAODE: two proposals based on AODE to deal with continuous variables.ICML313-3202009Conference and Workshop Papersclosedconf/icml/FloresGMP0910.1145/1553374.1553414https://doi.org/10.1145/1553374.1553414https://dblp.org/rec/conf/icml/FloresGMP09URL#5157782Chuan-Sheng FooChuong B. DoAndrew Y. NgA majorization-minimization algorithm for (multiple) hyperparameter learning.ICML321-3282009Conference and Workshop Papersclosedconf/icml/FooDN0910.1145/1553374.1553415https://doi.org/10.1145/1553374.1553415https://dblp.org/rec/conf/icml/FooDN09URL#5157783Yoav FreundInvited talk: Drifting games, boosting and online learning.ICML22009Conference and Workshop Papersclosedconf/icml/Freund0910.1145/1553374.1553539https://doi.org/10.1145/1553374.1553539https://dblp.org/rec/conf/icml/Freund09URL#5157784Wenjie FuLe SongEric P. XingDynamic mixed membership blockmodel for evolving networks.ICML329-3362009Conference and Workshop Papersclosedconf/icml/FuSX0910.1145/1553374.1553416https://doi.org/10.1145/1553374.1553416https://dblp.org/rec/conf/icml/FuSX09URL#5157785Rahul Garg 0001Rohit KhandekarGradient descent with sparsification: an iterative algorithm for sparse recovery with restricted isometry property.ICML337-3442009Conference and Workshop Papersclosedconf/icml/GargK0910.1145/1553374.1553417https://doi.org/10.1145/1553374.1553417https://dblp.org/rec/conf/icml/GargK09URL#5157786Roman GarnettMichael A. OsborneStephen J. RobertsSequential Bayesian prediction in the presence of changepoints.ICML345-3522009Conference and Workshop Papersclosedconf/icml/GarnettOR0910.1145/1553374.1553418https://doi.org/10.1145/1553374.1553418https://dblp.org/rec/conf/icml/GarnettOR09URL#5157787Pascal GermainAlexandre LacasseFrançois LavioletteMario MarchandPAC-Bayesian learning of linear classifiers.ICML353-3602009Conference and Workshop Papersclosedconf/icml/GermainLLM0910.1145/1553374.1553419https://doi.org/10.1145/1553374.1553419https://dblp.org/rec/conf/icml/GermainLLM09URL#5157788Fabian GiesekeTapio PahikkalaOliver Kramer 0001Fast evolutionary maximum margin clustering.ICML361-3682009Conference and Workshop Papersclosedconf/icml/GiesekePK0910.1145/1553374.1553421https://doi.org/10.1145/1553374.1553421https://dblp.org/rec/conf/icml/GiesekePK09URL#5157789Eduardo Rodrigues GomesRyszard KowalczykDynamic analysis of multiagent Q-learning with ε-greedy exploration.ICML369-3762009Conference and Workshop Papersclosedconf/icml/GomesK0910.1145/1553374.1553422https://doi.org/10.1145/1553374.1553422https://dblp.org/rec/conf/icml/GomesK09URL#5157790John GuiverEdward Lloyd SnelsonBayesian inference for Plackett-Luce ranking models.ICML377-3842009Conference and Workshop Papersclosedconf/icml/GuiverS0910.1145/1553374.1553423https://doi.org/10.1145/1553374.1553423https://dblp.org/rec/conf/icml/GuiverS09URL#5157791Peter HaiderTobias SchefferBayesian clustering for email campaign detection.ICML385-3922009Conference and Workshop Papersclosedconf/icml/HaiderS0910.1145/1553374.1553424https://doi.org/10.1145/1553374.1553424https://dblp.org/rec/conf/icml/HaiderS09URL#5157792Elad HazanC. Seshadhri 0001Efficient learning algorithms for changing environments.ICML393-4002009Conference and Workshop Papersclosedconf/icml/HazanS0910.1145/1553374.1553425https://doi.org/10.1145/1553374.1553425https://dblp.org/rec/conf/icml/HazanS09URL#5157793Verena Heidrich-MeisnerChristian IgelHoeffding and Bernstein races for selecting policies in evolutionary direct policy search.ICML401-4082009Conference and Workshop Papersclosedconf/icml/Heidrich-MeisnerI0910.1145/1553374.1553426https://doi.org/10.1145/1553374.1553426https://dblp.org/rec/conf/icml/Heidrich-MeisnerI09URL#5157794Thibault HelleputtePierre DupontPartially supervised feature selection with regularized linear models.ICML409-4162009Conference and Workshop Papersclosedconf/icml/HelleputteD0910.1145/1553374.1553427https://doi.org/10.1145/1553374.1553427https://dblp.org/rec/conf/icml/HelleputteD09URL#5157795Tzu-Kuo HuangJeff G. SchneiderLearning linear dynamical systems without sequence information.ICML425-4322009Conference and Workshop Papersclosedconf/icml/HuangS0910.1145/1553374.1553430https://doi.org/10.1145/1553374.1553430https://dblp.org/rec/conf/icml/HuangS09URL#5157796Junzhou HuangTong Zhang 0001Dimitris N. MetaxasLearning with structured sparsity.ICML417-4242009Conference and Workshop Papersclosedconf/icml/HuangZM0910.1145/1553374.1553429https://doi.org/10.1145/1553374.1553429https://dblp.org/rec/conf/icml/HuangZM09URL#5157797Laurent JacobGuillaume ObozinskiJean-Philippe VertGroup lasso with overlap and graph lasso.ICML433-4402009Conference and Workshop Papersclosedconf/icml/JacobOV0910.1145/1553374.1553431https://doi.org/10.1145/1553374.1553431https://dblp.org/rec/conf/icml/JacobOV09URL#5157798Tony JebaraJun Wang 0006Shih-Fu ChangGraph construction and b-matching for semi-supervised learning.ICML441-4482009Conference and Workshop Papersclosedconf/icml/JebaraWC0910.1145/1553374.1553432https://doi.org/10.1145/1553374.1553432https://dblp.org/rec/conf/icml/JebaraWC09URL#5157799Nikolay JetchevMarc ToussaintTrajectory prediction: learning to map situations to robot trajectories.ICML449-4562009Conference and Workshop Papersclosedconf/icml/JetchevT0910.1145/1553374.1553433https://doi.org/10.1145/1553374.1553433https://dblp.org/rec/conf/icml/JetchevT09URL#5157800Shuiwang JiJieping YeAn accelerated gradient method for trace norm minimization.ICML457-4642009Conference and Workshop Papersclosedconf/icml/JiY0910.1145/1553374.1553434https://doi.org/10.1145/1553374.1553434https://dblp.org/rec/conf/icml/JiY09URL#5157801Jason K. JohnsonVladimir Y. ChernyakMichael ChertkovOrbit-product representation and correction of Gaussian belief propagation.ICML473-4802009Conference and Workshop Papersclosedconf/icml/JohnsonCC0910.1145/1553374.1553436https://doi.org/10.1145/1553374.1553436https://dblp.org/rec/conf/icml/JohnsonCC09URL#5157802Hetunandan KamisettyChristopher James LangmeadA Bayesian approach to protein model quality assessment.ICML481-4882009Conference and Workshop Papersclosedconf/icml/KamisettyL0910.1145/1553374.1553437https://doi.org/10.1145/1553374.1553437https://dblp.org/rec/conf/icml/KamisettyL09URL#5157803Nikolaos KarampatziakisDexter KozenLearning prediction suffix trees with Winnow.ICML489-4962009Conference and Workshop Papersclosedconf/icml/KarampatziakisK0910.1145/1553374.1553438https://doi.org/10.1145/1553374.1553438https://dblp.org/rec/conf/icml/KarampatziakisK09URL#5157804Balázs KéglRóbert Busa-FeketeBoosting products of base classifiers.ICML497-5042009Conference and Workshop Papersclosedconf/icml/KeglB0910.1145/1553374.1553439https://doi.org/10.1145/1553374.1553439https://dblp.org/rec/conf/icml/KeglB09URL#5157805Stanley KokPedro M. DomingosLearning Markov logic network structure via hypergraph lifting.ICML505-5122009Conference and Workshop Papersclosedconf/icml/KokD0910.1145/1553374.1553440https://doi.org/10.1145/1553374.1553440https://dblp.org/rec/conf/icml/KokD09URL#5157806J. Zico KolterAndrew Y. NgNear-Bayesian exploration in polynomial time.ICML513-5202009Conference and Workshop Papersclosedconf/icml/KolterN0910.1145/1553374.1553441https://doi.org/10.1145/1553374.1553441https://dblp.org/rec/conf/icml/KolterN09URL#5157807J. Zico KolterAndrew Y. NgRegularization and feature selection in least-squares temporal difference learning.ICML521-5282009Conference and Workshop Papersclosedconf/icml/KolterN09a10.1145/1553374.1553442https://doi.org/10.1145/1553374.1553442https://dblp.org/rec/conf/icml/KolterN09aURL#5157808Risi KondorNino ShervashidzeKarsten M. BorgwardtThe graphlet spectrum.ICML529-5362009Conference and Workshop Papersclosedconf/icml/KondorSB0910.1145/1553374.1553443https://doi.org/10.1145/1553374.1553443https://dblp.org/rec/conf/icml/KondorSB09URL#5157809Wojciech KotlowskiRoman SlowinskiRule learning with monotonicity constraints.ICML537-5442009Conference and Workshop Papersclosedconf/icml/KotlowskiS0910.1145/1553374.1553444https://doi.org/10.1145/1553374.1553444https://dblp.org/rec/conf/icml/KotlowskiS09URL#5157810Matthieu KowalskiMarie SzafranskiLiva RalaivolaMultiple indefinite kernel learning with mixed norm regularization.ICML545-5522009Conference and Workshop Papersclosedconf/icml/KowalskiSR0910.1145/1553374.1553445https://doi.org/10.1145/1553374.1553445https://dblp.org/rec/conf/icml/KowalskiSR09URL#5157811Sanjiv KumarMehryar MohriAmeet TalwalkarOn sampling-based approximate spectral decomposition.ICML553-5602009Conference and Workshop Papersclosedconf/icml/KumarMT0910.1145/1553374.1553446https://doi.org/10.1145/1553374.1553446https://dblp.org/rec/conf/icml/KumarMT09URL#5157812Jérôme KunegisAndreas LommatzschLearning spectral graph transformations for link prediction.ICML561-5682009Conference and Workshop Papersclosedconf/icml/KunegisL0910.1145/1553374.1553447https://doi.org/10.1145/1553374.1553447https://dblp.org/rec/conf/icml/KunegisL09URL#5157813Ondrej KuzelkaFilip ZeleznýBlock-wise construction of acyclic relational features with monotone irreducibility and relevancy properties.ICML569-5762009Conference and Workshop Papersclosedconf/icml/KuzelkaZ0910.1145/1553374.1553448https://doi.org/10.1145/1553374.1553448https://dblp.org/rec/conf/icml/KuzelkaZ09URL#5157814Yanyan LanTie-Yan LiuZhiming MaHang Li 0001Generalization analysis of listwise learning-to-rank algorithms.ICML577-5842009Conference and Workshop Papersclosedconf/icml/LanLML0910.1145/1553374.1553449https://doi.org/10.1145/1553374.1553449https://dblp.org/rec/conf/icml/LanLML09URL#5157815Tobias Lang 0001Marc ToussaintApproximate inference for planning in stochastic relational worlds.ICML585-5922009Conference and Workshop Papersclosedconf/icml/LangT0910.1145/1553374.1553450https://doi.org/10.1145/1553374.1553450https://dblp.org/rec/conf/icml/LangT09URL#5157816John Langford 0001Ruslan SalakhutdinovTong Zhang 0001Learning nonlinear dynamic models.ICML593-6002009Conference and Workshop Papersclosedconf/icml/LangfordSZ0910.1145/1553374.1553451https://doi.org/10.1145/1553374.1553451https://dblp.org/rec/conf/icml/LangfordSZ09URL#5157817Neil D. LawrenceRaquel UrtasunNon-linear matrix factorization with Gaussian processes.ICML601-6082009Conference and Workshop Papersclosedconf/icml/LawrenceU0910.1145/1553374.1553452https://doi.org/10.1145/1553374.1553452https://dblp.org/rec/conf/icml/LawrenceU09URL#5157818Honglak LeeRoger B. GrosseRajesh RanganathAndrew Y. NgConvolutional deep belief networks for scalable unsupervised learning of hierarchical representations.ICML609-6162009Conference and Workshop Papersclosedconf/icml/LeeGRN0910.1145/1553374.1553453https://doi.org/10.1145/1553374.1553453https://dblp.org/rec/conf/icml/LeeGRN09URL#5157819Jure LeskovecTutorial summary: Large social and information networks: opportunities for ML.ICML192009Conference and Workshop Papersclosedconf/icml/Leskovec0910.1145/1553374.1553560https://doi.org/10.1145/1553374.1553560https://dblp.org/rec/conf/icml/Leskovec09URL#5157820Ping Li 0001ABC-boost: adaptive base class boost for multi-class classification.ICML625-6322009Conference and Workshop Papersclosedconf/icml/Li0910.1145/1553374.1553455https://doi.org/10.1145/1553374.1553455https://dblp.org/rec/conf/icml/Li09URL#5157821Yu-Feng LiJames T. KwokZhi-Hua ZhouSemi-supervised learning using label mean.ICML633-6402009Conference and Workshop Papersclosedconf/icml/LiKZ0910.1145/1553374.1553456https://doi.org/10.1145/1553374.1553456https://dblp.org/rec/conf/icml/LiKZ09URL#5157822Bin Li 0015Qiang Yang 0001Xiangyang XueTransfer learning for collaborative filtering via a rating-matrix generative model.ICML617-6242009Conference and Workshop Papersclosedconf/icml/LiYX0910.1145/1553374.1553454https://doi.org/10.1145/1553374.1553454https://dblp.org/rec/conf/icml/LiYX09URL#5157823Percy LiangMichael I. JordanDan KleinLearning from measurements in exponential families.ICML641-6482009Conference and Workshop Papersclosedconf/icml/LiangJK0910.1145/1553374.1553457https://doi.org/10.1145/1553374.1553457https://dblp.org/rec/conf/icml/LiangJK09URL#5157824Yan Liu 0002Alexandru Niculescu-MizilWojciech GrycTopic-link LDA: joint models of topic and author community.ICML665-6722009Conference and Workshop Papersclosedconf/icml/LiuNG0910.1145/1553374.1553460https://doi.org/10.1145/1553374.1553460https://dblp.org/rec/conf/icml/LiuNG09URL#5157825Han LiuMark PalatucciJian Zhang 0003Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery.ICML649-6562009Conference and Workshop Papersclosedconf/icml/LiuPZ0910.1145/1553374.1553458https://doi.org/10.1145/1553374.1553458https://dblp.org/rec/conf/icml/LiuPZ09URL#5157826Jun Liu 0003Jieping YeEfficient Euclidean projections in linear time.ICML657-6642009Conference and Workshop Papersclosedconf/icml/LiuY0910.1145/1553374.1553459https://doi.org/10.1145/1553374.1553459https://dblp.org/rec/conf/icml/LiuY09URL#5157827Zhengdong LuPrateek Jain 0002Inderjit S. DhillonGeometry-aware metric learning.ICML673-6802009Conference and Workshop Papersclosedconf/icml/LuJD0910.1145/1553374.1553461https://doi.org/10.1145/1553374.1553461https://dblp.org/rec/conf/icml/LuJD09URL#5157828Justin MaLawrence K. SaulStefan SavageGeoffrey M. VoelkerIdentifying suspicious URLs: an application of large-scale online learning.ICML681-6882009Conference and Workshop Papersclosedconf/icml/MaSSV0910.1145/1553374.1553462https://doi.org/10.1145/1553374.1553462https://dblp.org/rec/conf/icml/MaSSV09URL#5157829Julien MairalFrancis R. BachJean PonceGuillermo SapiroOnline dictionary learning for sparse coding.ICML689-6962009Conference and Workshop Papersclosedconf/icml/MairalBPS0910.1145/1553374.1553463https://doi.org/10.1145/1553374.1553463https://dblp.org/rec/conf/icml/MairalBPS09URL#5157830Takaki MakinoProto-predictive representation of states with simple recurrent temporal-difference networks.ICML697-7042009Conference and Workshop Papersclosedconf/icml/Makino0910.1145/1553374.1553464https://doi.org/10.1145/1553374.1553464https://dblp.org/rec/conf/icml/Makino09URL#5157831Benjamin M. MarlinKevin P. MurphySparse Gaussian graphical models with unknown block structure.ICML705-7122009Conference and Workshop Papersclosedconf/icml/MarlinM0910.1145/1553374.1553465https://doi.org/10.1145/1553374.1553465https://dblp.org/rec/conf/icml/MarlinM09URL#5157832André F. T. MartinsNoah A. SmithEric P. XingPolyhedral outer approximations with application to natural language parsing.ICML713-7202009Conference and Workshop Papersclosedconf/icml/MartinsSX0910.1145/1553374.1553466https://doi.org/10.1145/1553374.1553466https://dblp.org/rec/conf/icml/MartinsSX09URL#5157833Brian McFeeGert R. G. LanckrietPartial order embedding with multiple kernels.ICML721-7282009Conference and Workshop Papersclosedconf/icml/McFeeL0910.1145/1553374.1553467https://doi.org/10.1145/1553374.1553467https://dblp.org/rec/conf/icml/McFeeL09URL#5157834Frédéric de MesmayArpad RimmelYevgen VoronenkoMarkus PüschelBandit-based optimization on graphs with application to library performance tuning.ICML729-7362009Conference and Workshop Papersclosedconf/icml/MesmayRVP0910.1145/1553374.1553468https://doi.org/10.1145/1553374.1553468https://dblp.org/rec/conf/icml/MesmayRVP09URL#5157835Hossein MobahiRonan CollobertJason WestonDeep learning from temporal coherence in video.ICML737-7442009Conference and Workshop Papersclosedconf/icml/MobahiCW0910.1145/1553374.1553469https://doi.org/10.1145/1553374.1553469https://dblp.org/rec/conf/icml/MobahiCW09URL#5157836Joris M. MooijDominik JanzingJonas PetersBernhard SchölkopfRegression by dependence minimization and its application to causal inference in additive noise models.ICML745-7522009Conference and Workshop Papersclosedconf/icml/MooijJPS0910.1145/1553374.1553470https://doi.org/10.1145/1553374.1553470https://dblp.org/rec/conf/icml/MooijJPS09URL#5157837Robert F. MurphyChun-Nan HsuLoris NanniWorkshop summary: Automated interpretation and modelling of cell images.ICML42009Conference and Workshop Papersclosedconf/icml/MurphyHN0910.1145/1553374.1553542https://doi.org/10.1145/1553374.1553542https://dblp.org/rec/conf/icml/MurphyHN09URL#5157838Gerhard NeumannWolfgang Maass 0001Jan Peters 0001Learning complex motions by sequencing simpler motion templates.ICML753-7602009Conference and Workshop Papersclosedconf/icml/NeumannMP0910.1145/1553374.1553471https://doi.org/10.1145/1553374.1553471https://dblp.org/rec/conf/icml/NeumannMP09URL#5157839Xuan Vinh NguyenJulien EppsJames Bailey 0001Information theoretic measures for clusterings comparison: is a correction for chance necessary?ICML1073-10802009Conference and Workshop Papersclosedconf/icml/NguyenEB0910.1145/1553374.1553511https://doi.org/10.1145/1553374.1553511https://dblp.org/rec/conf/icml/NguyenEB09URL#5157840Hannes NickischMatthias W. SeegerConvex variational Bayesian inference for large scale generalized linear models.ICML761-7682009Conference and Workshop Papersclosedconf/icml/NickischS0910.1145/1553374.1553472https://doi.org/10.1145/1553374.1553472https://dblp.org/rec/conf/icml/NickischS09URL#5157841Yael NivTutorial summary: The neuroscience of reinforcement learning.ICML162009Conference and Workshop Papersclosedconf/icml/Niv0910.1145/1553374.1553557https://doi.org/10.1145/1553374.1553557https://dblp.org/rec/conf/icml/Niv09URL#5157842Sebastian NowozinStefanie JegelkaSolution stability in linear programming relaxations: graph partitioning and unsupervised learning.ICML769-7762009Conference and Workshop Papersclosedconf/icml/NowozinJ0910.1145/1553374.1553473https://doi.org/10.1145/1553374.1553473https://dblp.org/rec/conf/icml/NowozinJ09URL#5157843John W. PaisleyLawrence CarinNonparametric factor analysis with beta process priors.ICML777-7842009Conference and Workshop Papersclosedconf/icml/PaisleyC0910.1145/1553374.1553474https://doi.org/10.1145/1553374.1553474https://dblp.org/rec/conf/icml/PaisleyC09URL#5157844Wei PanLorenzo TorresaniUnsupervised hierarchical modeling of locomotion styles.ICML785-7922009Conference and Workshop Papersclosedconf/icml/PanT0910.1145/1553374.1553475https://doi.org/10.1145/1553374.1553475https://dblp.org/rec/conf/icml/PanT09URL#5157845Jason PazisMichail G. LagoudakisBinary action search for learning continuous-action control policies.ICML793-8002009Conference and Workshop Papersclosedconf/icml/PazisL0910.1145/1553374.1553476https://doi.org/10.1145/1553374.1553476https://dblp.org/rec/conf/icml/PazisL09URL#5157846Jonas PetersDominik JanzingArthur GrettonBernhard SchölkopfDetecting the direction of causal time series.ICML801-8082009Conference and Workshop Papersclosedconf/icml/PetersJGS0910.1145/1553374.1553477https://doi.org/10.1145/1553374.1553477https://dblp.org/rec/conf/icml/PetersJGS09URL#5157847Marek PetrikShlomo ZilbersteinConstraint relaxation in approximate linear programs.ICML809-8162009Conference and Workshop Papersclosedconf/icml/PetrikZ0910.1145/1553374.1553478https://doi.org/10.1145/1553374.1553478https://dblp.org/rec/conf/icml/PetrikZ09URL#5157848Nils PlathMarc ToussaintShinichi NakajimaMulti-class image segmentation using conditional random fields and global classification.ICML817-8242009Conference and Workshop Papersclosedconf/icml/PlathTN0910.1145/1553374.1553479https://doi.org/10.1145/1553374.1553479https://dblp.org/rec/conf/icml/PlathTN09URL#5157849Barnabás PóczosYasin Abbasi-YadkoriCsaba SzepesváriRussell GreinerNathan R. SturtevantLearning when to stop thinking and do something!ICML825-8322009Conference and Workshop Papersclosedconf/icml/PoczosASGS0910.1145/1553374.1553480https://doi.org/10.1145/1553374.1553480https://dblp.org/rec/conf/icml/PoczosASGS09URL#5157850Duangmanee PutthividhyaHagai Thomas AttiasSrikantan S. NagarajanIndependent factor topic models.ICML833-8402009Conference and Workshop Papersclosedconf/icml/PutthividhyaAN0910.1145/1553374.1553481https://doi.org/10.1145/1553374.1553481https://dblp.org/rec/conf/icml/PutthividhyaAN09URL#5157851Guo-Jun QiJinhui Tang 0001Zheng-Jun ZhaTat-Seng ChuaHong-Jiang ZhangAn efficient sparse metric learning in high-dimensional space via l1-penalized log-determinant regularization.ICML841-8482009Conference and Workshop Papersclosedconf/icml/QiTZCZ0910.1145/1553374.1553482https://doi.org/10.1145/1553374.1553482https://dblp.org/rec/conf/icml/QiTZCZ09URL#5157852Xian QianXiaoqian JiangQi Zhang 0001Xuanjing Huang 0001Lide WuSparse higher order conditional random fields for improved sequence labeling.ICML849-8562009Conference and Workshop Papersclosedconf/icml/QianJZHW0910.1145/1553374.1553483https://doi.org/10.1145/1553374.1553483https://dblp.org/rec/conf/icml/QianJZHW09URL#5157853Ariadna QuattoniXavier CarrerasMichael Collins 0001Trevor DarrellAn efficient projection for l1,infinity regularization.ICML857-8642009Conference and Workshop Papersclosedconf/icml/QuattoniCCD0910.1145/1553374.1553484https://doi.org/10.1145/1553374.1553484https://dblp.org/rec/conf/icml/QuattoniCCD09URL#5157854Milos RadovanovicAlexandros NanopoulosMirjana IvanovicNearest neighbors in high-dimensional data: the emergence and influence of hubs.ICML865-8722009Conference and Workshop Papersclosedconf/icml/RadovanovicNI0910.1145/1553374.1553485https://doi.org/10.1145/1553374.1553485https://dblp.org/rec/conf/icml/RadovanovicNI09URL#5157855Rajat RainaAnand MadhavanAndrew Y. NgLarge-scale deep unsupervised learning using graphics processors.ICML873-8802009Conference and Workshop Papersclosedconf/icml/RainaMN0910.1145/1553374.1553486https://doi.org/10.1145/1553374.1553486https://dblp.org/rec/conf/icml/RainaMN09URL#5157856Sudhir RamanThomas J. FuchsPeter J. WildEdgar DahlVolker Roth 0001The Bayesian group-Lasso for analyzing contingency tables.ICML881-8882009Conference and Workshop Papersclosedconf/icml/RamanFWDR0910.1145/1553374.1553487https://doi.org/10.1145/1553374.1553487https://dblp.org/rec/conf/icml/RamanFWDR09URL#5157857Vikas C. RaykarShipeng YuLinda H. ZhaoAnna K. JerebkoCharles FlorinGerardo Hermosillo ValadezLuca BogoniLinda MoySupervised learning from multiple experts: whom to trust when everyone lies a bit.ICML889-8962009Conference and Workshop Papersclosedconf/icml/RaykarYZJFVBM0910.1145/1553374.1553488https://doi.org/10.1145/1553374.1553488https://dblp.org/rec/conf/icml/RaykarYZJFVBM09URL#5157858Mark D. ReidRobert C. WilliamsonSurrogate regret bounds for proper losses.ICML897-9042009Conference and Workshop Papersclosedconf/icml/ReidW0910.1145/1553374.1553489https://doi.org/10.1145/1553374.1553489https://dblp.org/rec/conf/icml/ReidW09URL#5157859Sushmita RoyTerran LaneMargaret Werner-WashburneLearning structurally consistent undirected probabilistic graphical models.ICML905-9122009Conference and Workshop Papersclosedconf/icml/RoyLW0910.1145/1553374.1553490https://doi.org/10.1145/1553374.1553490https://dblp.org/rec/conf/icml/RoyLW09URL#5157860Stefan Rüping 0001Ranking interesting subgroups.ICML913-9202009Conference and Workshop Papersclosedconf/icml/Rueping0910.1145/1553374.1553491https://doi.org/10.1145/1553374.1553491https://dblp.org/rec/conf/icml/Rueping09URL#5157861Mikkel N. SchmidtFunction factorization using warped Gaussian processes.ICML921-9282009Conference and Workshop Papersclosedconf/icml/Schmidt0910.1145/1553374.1553492https://doi.org/10.1145/1553374.1553492https://dblp.org/rec/conf/icml/Schmidt09URL#5157862Matthias W. SeegerSuvrit SraJohn P. CunninghamWorkshop summary: Numerical mathematics in machine learning.ICML92009Conference and Workshop Papersclosedconf/icml/SeegerSC0910.1145/1553374.1553548https://doi.org/10.1145/1553374.1553548https://dblp.org/rec/conf/icml/SeegerSC09URL#5157863Shai Shalev-ShwartzAmbuj TewariStochastic methods for l1 regularized loss minimization.ICML929-9362009Conference and Workshop Papersclosedconf/icml/Shalev-ShwartzT0910.1145/1553374.1553493https://doi.org/10.1145/1553374.1553493https://dblp.org/rec/conf/icml/Shalev-ShwartzT09URL#5157864Blake ShawTony JebaraStructure preserving embedding.ICML937-9442009Conference and Workshop Papersclosedconf/icml/ShawJ0910.1145/1553374.1553494https://doi.org/10.1145/1553374.1553494https://dblp.org/rec/conf/icml/ShawJ09URL#5157865David SilverGerald TesauroMonte-Carlo simulation balancing.ICML945-9522009Conference and Workshop Papersclosedconf/icml/SilverT0910.1145/1553374.1553495https://doi.org/10.1145/1553374.1553495https://dblp.org/rec/conf/icml/SilverT09URL#5157866Özgür SimsekWorkshop summary: Abstraction in reinforcement learning.ICML102009Conference and Workshop Papersclosedconf/icml/Simsek0910.1145/1553374.1553550https://doi.org/10.1145/1553374.1553550https://dblp.org/rec/conf/icml/Simsek09URL#5157867Vikas SindhwaniPrem MelvilleRichard D. LawrenceUncertainty sampling and transductive experimental design for active dual supervision.ICML953-9602009Conference and Workshop Papersclosedconf/icml/SindhwaniML0910.1145/1553374.1553496https://doi.org/10.1145/1553374.1553496https://dblp.org/rec/conf/icml/SindhwaniML09URL#5157868Noah A. SmithTutorial summary: Structured prediction for natural language processing.ICML202009Conference and Workshop Papersclosedconf/icml/Smith0910.1145/1553374.1553561https://doi.org/10.1145/1553374.1553561https://dblp.org/rec/conf/icml/Smith09URL#5157869Le SongJonathan HuangAlexander J. SmolaKenji FukumizuHilbert space embeddings of conditional distributions with applications to dynamical systems.ICML961-9682009Conference and Workshop Papersclosedconf/icml/SongHSF0910.1145/1553374.1553497https://doi.org/10.1145/1553374.1553497https://dblp.org/rec/conf/icml/SongHSF09URL#5157870Andreas P. StreichMario Frank 0001David A. BasinJoachim M. BuhmannMulti-assignment clustering for Boolean data.ICML969-9762009Conference and Workshop Papersclosedconf/icml/StreichFBB0910.1145/1553374.1553498https://doi.org/10.1145/1553374.1553498https://dblp.org/rec/conf/icml/StreichFBB09URL#5157871Liang Sun 0001Shuiwang JiJieping YeA least squares formulation for a class of generalized eigenvalue problems in machine learning.ICML977-9842009Conference and Workshop Papersclosedconf/icml/SunJY0910.1145/1553374.1553499https://doi.org/10.1145/1553374.1553499https://dblp.org/rec/conf/icml/SunJY09URL#5157872Ilya SutskeverA simpler unified analysis of budget perceptrons.ICML985-9922009Conference and Workshop Papersclosedconf/icml/Sutskever0910.1145/1553374.1553500https://doi.org/10.1145/1553374.1553500https://dblp.org/rec/conf/icml/Sutskever09URL#5157873Richard S. SuttonHamid Reza MaeiDoina PrecupShalabh BhatnagarDavid SilverCsaba SzepesváriEric WiewioraFast gradient-descent methods for temporal-difference learning with linear function approximation.ICML993-10002009Conference and Workshop Papersclosedconf/icml/SuttonMPBSSW0910.1145/1553374.1553501https://doi.org/10.1145/1553374.1553501https://dblp.org/rec/conf/icml/SuttonMPBSSW09URL#5157874Istvan SzitaAndrás LörinczOptimistic initialization and greediness lead to polynomial time learning in factored MDPs.ICML1001-10082009Conference and Workshop Papersclosedconf/icml/SzitaL0910.1145/1553374.1553502https://doi.org/10.1145/1553374.1553502https://dblp.org/rec/conf/icml/SzitaL09URL#5157875Arthur SzlamGuillermo SapiroDiscriminative k-metrics.ICML1009-10162009Conference and Workshop Papersclosedconf/icml/SzlamS0910.1145/1553374.1553503https://doi.org/10.1145/1553374.1553503https://dblp.org/rec/conf/icml/SzlamS09URL#5157876Graham W. TaylorGeoffrey E. HintonFactored conditional restricted Boltzmann Machines for modeling motion style.ICML1025-10322009Conference and Workshop Papersclosedconf/icml/TaylorH0910.1145/1553374.1553505https://doi.org/10.1145/1553374.1553505https://dblp.org/rec/conf/icml/TaylorH09URL#5157877Gavin TaylorRonald ParrKernelized value function approximation for reinforcement learning.ICML1017-10242009Conference and Workshop Papersclosedconf/icml/TaylorP0910.1145/1553374.1553504https://doi.org/10.1145/1553374.1553504https://dblp.org/rec/conf/icml/TaylorP09URL#5157878Tijmen TielemanGeoffrey E. HintonUsing fast weights to improve persistent contrastive divergence.ICML1033-10402009Conference and Workshop Papersclosedconf/icml/TielemanH0910.1145/1553374.1553506https://doi.org/10.1145/1553374.1553506https://dblp.org/rec/conf/icml/TielemanH09URL#5157879Robert E. TillmanStructure learning with independent non-identically distributed data.ICML1041-10482009Conference and Workshop Papersclosedconf/icml/Tillman0910.1145/1553374.1553507https://doi.org/10.1145/1553374.1553507https://dblp.org/rec/conf/icml/Tillman09URL#5157880Marc ToussaintRobot trajectory optimization using approximate inference.ICML1049-10562009Conference and Workshop Papersclosedconf/icml/Toussaint0910.1145/1553374.1553508https://doi.org/10.1145/1553374.1553508https://dblp.org/rec/conf/icml/Toussaint09URL#5157881Volker TrespKai Yu 0001Tutorial summary: Learning with dependencies between several response variables.ICML142009Conference and Workshop Papersclosedconf/icml/TrespY0910.1145/1553374.1553554https://doi.org/10.1145/1553374.1553554https://dblp.org/rec/conf/icml/TrespY09URL#5157882Nicolas UsunierDavid BuffoniPatrick GallinariRanking with ordered weighted pairwise classification.ICML1057-10642009Conference and Workshop Papersclosedconf/icml/UsunierBG0910.1145/1553374.1553509https://doi.org/10.1145/1553374.1553509https://dblp.org/rec/conf/icml/UsunierBG09URL#5157883Manik VarmaBodla Rakesh BabuMore generality in efficient multiple kernel learning.ICML1065-10722009Conference and Workshop Papersclosedconf/icml/VarmaB0910.1145/1553374.1553510https://doi.org/10.1145/1553374.1553510https://dblp.org/rec/conf/icml/VarmaB09URL#5157884Nikos VlassisMarc ToussaintModel-free reinforcement learning as mixture learning.ICML1081-10882009Conference and Workshop Papersclosedconf/icml/VlassisT0910.1145/1553374.1553512https://doi.org/10.1145/1553374.1553512https://dblp.org/rec/conf/icml/VlassisT09URL#5157885Maksims VolkovsRichard S. ZemelBoltzRank: learning to maximize expected ranking gain.ICML1089-10962009Conference and Workshop Papersclosedconf/icml/VolkovsZ0910.1145/1553374.1553513https://doi.org/10.1145/1553374.1553513https://dblp.org/rec/conf/icml/VolkovsZ09URL#5157886Kiri L. WagstaffBenjamin J. BornsteinK-means in space: a radiation sensitivity evaluation.ICML1097-11042009Conference and Workshop Papersclosedconf/icml/WagstaffB0910.1145/1553374.1553514https://doi.org/10.1145/1553374.1553514https://dblp.org/rec/conf/icml/WagstaffB09URL#5157887Hanna M. WallachIain Murray 0001Ruslan SalakhutdinovDavid M. MimnoEvaluation methods for topic models.ICML1105-11122009Conference and Workshop Papersclosedconf/icml/WallachMSM0910.1145/1553374.1553515https://doi.org/10.1145/1553374.1553515https://dblp.org/rec/conf/icml/WallachMSM09URL#5157888Manfred K. WarmuthS. V. N. VishwanathanTutorial summary: Survey of boosting from an optimization perspective.ICML152009Conference and Workshop Papersclosedconf/icml/WarmuthV0910.1145/1553374.1553555https://doi.org/10.1145/1553374.1553555https://dblp.org/rec/conf/icml/WarmuthV09URL#5157889Kilian Q. WeinbergerAnirban Dasgupta 0001John Langford 0001Alexander J. SmolaJosh AttenbergFeature hashing for large scale multitask learning.ICML1113-11202009Conference and Workshop Papersclosedconf/icml/WeinbergerDLSA0910.1145/1553374.1553516https://doi.org/10.1145/1553374.1553516https://dblp.org/rec/conf/icml/WeinbergerDLSA09URL#5157890Max WellingHerding dynamical weights to learn.ICML1121-11282009Conference and Workshop Papersclosedconf/icml/Welling0910.1145/1553374.1553517https://doi.org/10.1145/1553374.1553517https://dblp.org/rec/conf/icml/Welling09URL#5157891David WingateCarlos DiukLihong Li 0001Matthew TaylorJordan FrankWorkshop summary: Results of the 2009 reinforcement learning competition.ICML62009Conference and Workshop Papersclosedconf/icml/WingateDLTF0910.1145/1553374.1553544https://doi.org/10.1145/1553374.1553544https://dblp.org/rec/conf/icml/WingateDLTF09URL#5157892Frank D. WoodCédric ArchambeauJan GasthausLancelot JamesYee Whye TehA stochastic memoizer for sequence data.ICML1129-11362009Conference and Workshop Papersclosedconf/icml/WoodAGJT0910.1145/1553374.1553518https://doi.org/10.1145/1553374.1553518https://dblp.org/rec/conf/icml/WoodAGJT09URL#5157893Zenglin XuRong Jin 0001Jieping YeMichael R. LyuIrwin KingNon-monotonic feature selection.ICML1145-11522009Conference and Workshop Papersclosedconf/icml/XuJYLK0910.1145/1553374.1553520https://doi.org/10.1145/1553374.1553520https://dblp.org/rec/conf/icml/XuJYLK09URL#5157894Linli XuMartha WhiteDale SchuurmansOptimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning.ICML1137-11442009Conference and Workshop Papersclosedconf/icml/XuWS0910.1145/1553374.1553519https://doi.org/10.1145/1553374.1553519https://dblp.org/rec/conf/icml/XuWS09URL#5157895Liu Yang 0001Rong Jin 0001Jieping YeOnline learning by ellipsoid method.ICML1153-11602009Conference and Workshop Papersclosedconf/icml/YangJY0910.1145/1553374.1553521https://doi.org/10.1145/1553374.1553521https://dblp.org/rec/conf/icml/YangJY09URL#5157896Yi Sun 0003Daan WierstraTom SchaulJürgen SchmidhuberStochastic search using the natural gradient.ICML1161-11682009Conference and Workshop Papersclosedconf/icml/YiWSS0910.1145/1553374.1553522https://doi.org/10.1145/1553374.1553522https://dblp.org/rec/conf/icml/YiWSS09URL#5157897Chun-Nam John YuThorsten JoachimsLearning structural SVMs with latent variables.ICML1169-11762009Conference and Workshop Papersclosedconf/icml/YuJ0910.1145/1553374.1553523https://doi.org/10.1145/1553374.1553523https://dblp.org/rec/conf/icml/YuJ09URL#5157898Kai Yu 0001John D. LaffertyShenghuo ZhuYihong GongLarge-scale collaborative prediction using a nonparametric random effects model.ICML1185-11922009Conference and Workshop Papersclosedconf/icml/YuLZG0910.1145/1553374.1553525https://doi.org/10.1145/1553374.1553525https://dblp.org/rec/conf/icml/YuLZG09URL#5157899Jia Yuan YuShie MannorPiecewise-stationary bandit problems with side observations.ICML1177-11842009Conference and Workshop Papersclosedconf/icml/YuM0910.1145/1553374.1553524https://doi.org/10.1145/1553374.1553524https://dblp.org/rec/conf/icml/YuM09URL#5157900Kai YuRuslan SalakhutdinovYann LeCunGeoffrey E. HintonYoshua BengioWorkshop summary: Workshop on learning feature hierarchies.ICML52009Conference and Workshop Papersclosedconf/icml/YuSLHB0910.1145/1553374.1553543https://doi.org/10.1145/1553374.1553543https://dblp.org/rec/conf/icml/YuSLHB09URL#5157901Xiaotong YuanBao-Gang HuRobust feature extraction via information theoretic learning.ICML1193-12002009Conference and Workshop Papersclosedconf/icml/YuanH0910.1145/1553374.1553526https://doi.org/10.1145/1553374.1553526https://dblp.org/rec/conf/icml/YuanH09URL#5157902Yisong YueThorsten JoachimsInteractively optimizing information retrieval systems as a dueling bandits problem.ICML1201-12082009Conference and Workshop Papersclosedconf/icml/YueJ0910.1145/1553374.1553527https://doi.org/10.1145/1553374.1553527https://dblp.org/rec/conf/icml/YueJ09URL#5157903Alan L. YuilleSongfeng ZhengCompositional noisy-logical learning.ICML1209-12162009Conference and Workshop Papersclosedconf/icml/YuilleZ0910.1145/1553374.1553528https://doi.org/10.1145/1553374.1553528https://dblp.org/rec/conf/icml/YuilleZ09URL#5157904Peng ZangPeng ZhouDavid MinnenCharles Lee Isbell Jr.Discovering options from example trajectories.ICML1217-12242009Conference and Workshop Papersclosedconf/icml/ZangZMI0910.1145/1553374.1553529https://doi.org/10.1145/1553374.1553529https://dblp.org/rec/conf/icml/ZangZMI09URL#5157905De-Chuan ZhanMing Li 0005Yu-Feng LiZhi-Hua ZhouLearning instance specific distances using metric propagation.ICML1225-12322009Conference and Workshop Papersclosedconf/icml/ZhanLLZ0910.1145/1553374.1553530https://doi.org/10.1145/1553374.1553530https://dblp.org/rec/conf/icml/ZhanLLZ09URL#5157906Kai Zhang 0001James T. KwokBahram ParvinPrototype vector machine for large scale semi-supervised learning.ICML1233-12402009Conference and Workshop Papersclosedconf/icml/ZhangKP0910.1145/1553374.1553531https://doi.org/10.1145/1553374.1553531https://dblp.org/rec/conf/icml/ZhangKP09URL#5157907Wei Zhang 0014Akshat SurveXiaoli Z. FernThomas G. DietterichLearning non-redundant codebooks for classifying complex objects.ICML1241-12482009Conference and Workshop Papersclosedconf/icml/ZhangSFD0910.1145/1553374.1553533https://doi.org/10.1145/1553374.1553533https://dblp.org/rec/conf/icml/ZhangSFD09URL#5157908Zhi-Hua ZhouYu-Yin SunYu-Feng LiMulti-instance learning by treating instances as non-I.I.D. samples.ICML1249-12562009Conference and Workshop Papersclosedconf/icml/ZhouSL0910.1145/1553374.1553534https://doi.org/10.1145/1553374.1553534https://dblp.org/rec/conf/icml/ZhouSL09URL#5157909Jun Zhu 0001Amr Ahmed 0001Eric P. XingMedLDA: maximum margin supervised topic models for regression and classification.ICML1257-12642009Conference and Workshop Papersclosedconf/icml/ZhuAX0910.1145/1553374.1553535https://doi.org/10.1145/1553374.1553535https://dblp.org/rec/conf/icml/ZhuAX09URL#5157910Jun Zhu 0001Eric P. XingOn primal and dual sparsity of Markov networks.ICML1265-12722009Conference and Workshop Papersclosedconf/icml/ZhuX0910.1145/1553374.1553536https://doi.org/10.1145/1553374.1553536https://dblp.org/rec/conf/icml/ZhuX09URL#5157911Jinfeng ZhuangIvor W. TsangSteven C. H. HoiSimpleNPKL: simple non-parametric kernel learning.ICML1273-12802009Conference and Workshop Papersclosedconf/icml/ZhuangTH0910.1145/1553374.1553537https://doi.org/10.1145/1553374.1553537https://dblp.org/rec/conf/icml/ZhuangTH09URL#5157912Andrea Pohoreckyj DanylukLéon BottouMichael L. LittmanProceedings of the 26th Annual International Conference on Machine Learning, ICML 2009, Montreal, Quebec, Canada, June 14-18, 2009ICMLACM International Conference Proceeding Series382ACM2009Editorshipconf/icml/200910.1145/1553374https://doi.org/10.1145/1553374https://dblp.org/rec/conf/icml/2009URL#5221126A novel lexicalized HMM-based learning framework for web opinion mining.ICML465-4722009Withdrawn Itemswithdrawnconf/icml/JinH0910.1145/1553374.1553435https://doi.org/10.1145/1553374.1553435https://dblp.org/rec/conf/icml/JinH09URL#5235092