Estimating↵-RankfromAFewEntrieswithLowRankMatrixCompletionYaliDu1XueYan2XuChen3JunWang1HaifengZhang2Abstractetal.,2018;Omidshafieietal.,2019).TheEloandTrueSkillbothdealwithratingsofagentsinthepair...
EfficientMessagePassingfor0–1ILPswithBinaryDecisionDiagramsJan-HendrikLange1PaulSwoboda2Abstractent,Frank-Wolfeanddualblockcoordinateascent(DBCA)methods.TheDBCAapproach,alsocalledmessagepass-Wepre...
DistributedNystro¨mKernelLearningwithCommunicationsRongYin12YongLiu34WeipingWang12DanMeng12Abstractetal.,2021;Lietal.,2019;Rudietal.,2016;Avronetal.,2017),randomprojections(Lin&Cevher,2020;Liuetal...
DiscriminativeComplementary-LabelLearningwithWeightedLossYiGao12Min-LingZhang23Abstracttion,includingbutnotlimitedto,semi-supervisedlearning(Chapelleetal.,2006;Oliveretal.,2018;Calderetal.,Compleme...
Discrete-ValuedLatentPreferenceMatrixEstimationwithGraphSideInformationChanghunJo1KangwookLee2Abstracthavestartedtouseasocialgraphtoresolvethecoldstartproblem.Forinstance,Jamali&Ester(2010)providea...
DiscoveringsymbolicpolicieswithdeepreinforcementlearningMikelLandajuela1BrendenK.Petersen1SookyungKim1ClaudioP.Santiago1RubenGlatt1T.NathanMundhenk1JacobF.Pettit1DanielM.Faissol1AbstractFigure1:Alg...
DiffusionSourceIdentificationonNetworkswithStatisticalConfidenceQuinlanDawkins1TianxiLi2HaifengXu1Abstractleakageproblems(Newmanetal.,2002;Halperin&Al-mogy,2002;Xu&Ren,2016).ThenegativeimpactsstemD...
DifferentiableDynamicQuantizationwithMixedPrecisionandAdaptiveResolutionZhangZhaoyang1ShaoWenqi1GuJinwei23WangXiaogang1LuoPing4Abstractdynamicrangeandstepsizearefreezedineachlayer.Sec-ondly,gradien...
DeepLearningforFunctionalDataAnalysiswithAdaptiveBasisLayersJunwenYao1JonasMueller2Jane-LingWang1Abstractindividualsubjectinourdataset.withoutlossofgeneral-ityweassumethattheintervalis[0,1].Thecurv...
DatasetCondensationwithDifferentiableSiameseAugmentationBoZhao1HakanBilen1Abstractmassivedatasets(e.g.(Kuznetsovaetal.,2020;Chenetal.,2020a;Kwiatkowskietal.,2019)).Forexample,ittakesInmanymachinele...
Dash:Semi-SupervisedLearningwithDynamicThresholdingYiXuu1LeiShang1JinxingYe1QiQian1Yu-FengLiu2BaiguiSun1HaoLi1RongJin1Abstractamountoflabeleddataisavailable,butthereisahugeamountofdatawithoutlabel....
DAGswithNoCurl:AnEfficientDAGStructureLearningApproachYueYu1TianGao2NaiyuYin3QiangJi3AbstractHowever,DAGlearningisproventobeNP-hard(Chicker-ingetal.,2004)andscalabilitybecomesamajorissue.Recentlydi...
CrystallizationLearningwiththeDelaunayTriangulationJiaqiGu1GuoshengYin1AbstractandE(2i)<∞.Nonparametricregressionisacollectionofmethodsforestimatingtheconditionalexpectationfunc-BasedontheDelaunay...
DouZero:MasteringDouDizhuwithSelf-PlayDeepReinforcementLearningDaochenZha1JingruXie2WenyeMa2ShengZhang3XiangruLian2XiaHu1JiLiu2Abstractexample,AlphaGo(Silveretal.,2016),AlphaZero(Sil-veretal.,2018)...
DistributedSecondOrderMethodswithFastRatesandCompressedCommunicationRustemIslamov12XunQian1PeterRichta´rik1Abstract1.IntroductionWedevelopseveralnewcommunication-efficientTheprevalentparadigmfortr...
DistributionallyRobustOptimizationwithMarkovianDataMengmengLi1TobiasSutter1DanielKuhn1Abstractrespondingtothetrainingsamplesandsolvestheresultingempiricalriskminimizationproblem(Shapiroetal.,2014)....
ConditionalVariationalAutoencoderwithAdversarialLearningforEnd-to-EndText-to-SpeechJaehyeonKim1JungilKong1JuheeSon12Abstractetal.,2016)fromthepreprocessedtext,1andthesecondstageistogeneraterawwavef...
ConditionalTemporalNeuralProcesseswithCovarianceLossBoseonYoo1JiwooLee2JanghoonJu2SeijunChung1SoyeonKim1JaesikChoi13Abstractducedin(Garneloetal.,2018a),whicharethenoveleffortsthatimplementsuchGPswi...
ConditionalDistributionalTreatmentEffectwithKernelConditionalMeanEmbeddingsandU-StatisticRegressionJunhyungPark1UriShalit2BernhardScho¨lkopf1KrikamolMuandet1Abstractontheanalysisoftheaveragetreatm...
CompositionalVideoSynthesiswithActionGraphsAmirBar1RoeiHerzig1XiaolongWang23AnnaRohrbach3GalChechik45TrevorDarrell3AmirGloberson1AbstractFigure1.WeproposeanewtaskcalledActionGraphtoVideo.Torepresen...