ExploitingSharedRepresentationsforPersonalizedFederatedLearningLiamCollins1HamedHassani2AryanMokhtari1SanjayShakkottai1Abstracteffectivemodelsforeachclientbyleveragingthelocalcom-putationalpower,me...
AProxyVariableViewofSharedConfoundingYixinWang1DavidM.Blei2Abstractconfounder)aredifficulttoobtain,e.g.,requiringexpensivereal-timetrackingofactivities.LifestyleisnecessarilyanCausalinferencefromob...
Off-PolicyActor-CriticwithSharedExperienceReplaySimonSchmitt1MatteoHessel1KarenSimonyan1AbstractTable1.Comparisonofmodel-freestate-of-the-artagentson57Atarigamesinthestandardregime:Herenoexperience...
Meta-LearningwithSharedAmortizedVariationalInferenceEkaterinaIakovleva1JakobVerbeek2KarteekAlahari1Abstract2016),nearestclass-meanapproaches(Dvorniketal.,2019;Mensinketal.,2012;Renetal.,2018;Snelle...
Communication-ConstrainedInferenceandtheRoleofSharedRandomnessJayadevAcharya1ClémentCanonne2HimanshuTyagi3AbstractQuestion1.1.WhatistheminimumnumberofplayersnrequiredbyanSMPprotocolthatsuccessfull...
FasterDerivative-FreeStochasticAlgorithmforSharedMemoryMachinesBinGu1ZhouyuanHuo1ChengDeng2HengHuang12Abstractsianmatrixoritsapproximations)oftheobjectivefunction.Forexample,Hogwild!(Rechtetal.,201...