UnbalancedminibatchOptimalTransport;ApplicationstoDomainAdaptationKilianFatras1ThibaultSe´journe´2NicolasCourty1Re´miFlamary3Abstractneedsgoodstatisticalestimationpropertiesandoptimiza-tionguara...
OnlineSubmodularResourceAllocationwithApplicationstoRebalancingSharedMobilitySystemsPierGiuseppeSessa1IlijaBogunovic1AndreasKrause1MaryamKamgarpour1Abstracttion(i.e.,thequalitymeasureofagivenalloca...
Min-MaxOptimizationwithoutGradients:ConvergenceandApplicationstoBlack-BoxEvasionandPoisoningAttacksSijiaLiu1SongtaoLu2XiangyiChen3YaoFeng4KaidiXu5AbdullahAl-Dujaili6MingyiHong3Una-MayO’Reilly71Abs...
OptimalContinuousDR-SubmodularMaximizationandApplicationstoProvableMeanFieldInferenceYataoA.Bian†1JoachimM.Buhmann1AndreasKrause1Abstractgested.Ingeneral,inferenceinpointprocessesis#P-hard.Onereso...
FlatMetricMinimizationwithApplicationsinGenerativeModelingThomasMo¨llenhoff1DanielCremers1Abstractfromlefttorightwevarythelatentcodez1(time)WetakethenovelperspectivetoviewdatanotFigure1.Discoverin...
ActionRobustReinforcementLearningandApplicationsinContinuousControlChenTessler1YonathanEfroni1ShieMannor1AbstractTheadvantageofrobustpoliciesishighlightedwhencon-sideringimperfectmodels,acommonscen...
ErrorCompensatedQuantizedSGDanditsApplicationstoLarge-scaleDistributedOptimizationJiaxiangWu1WeidongHuang1JunzhouHuang1TongZhang1AbstractTherehavebeenseveralworksattemptingtoimprovetheefficiencyofd...
CoresetsforVectorSummarizationwithApplicationstoNetworkGraphsDanFeldman1SedatOzer2DanielaRus2Abstractgroups,gatheringplaces,collectiveactivitypatterns,etc.Thereareseveralkeychallengestoachievethese...