UneVEn:universalValueExplorationforMulti-AgentReinforcementLearningTarunGupta1AnujMahajan1BeiPeng1WendelinBo¨hmer2ShimonWhiteson1Abstractfactorization,thejointactionvaluefunctioncanbedecen-trallym...
LearningauniversalTemplateforFew-shotDatasetGeneralizationEleniTriantafillou123HugoLarochelle2RichardZemel1VincentDumoulin2Abstractworkisshiftingtowardsamorechallenginginstanceoffew-shotclassificat...
universalAverage-CaseOptimalityofPolyakMomentumDamienScieur1FabianPedregosa2Abstractmizationmethods.Thesimplexmethod,forexample,hasaworst-caseexponentialcomplexity,thatbecomespolyno-Polyakmomentum(...
universalEquivariantMultilayerPerceptronsSiamakRavanbakhsh12Abstractnecessityofparameter-sharingforinvariancewasusedtoprovethelimitationofasinglelayerPerceptron.Thefollow-Groupinvariantandequivaria...
OnLearningLanguage-InvariantRepresentationsforuniversalMachineTranslationHaoZhao1JunjieHu1AndrejRisteski1Abstractlectionofparallelcorporaatalargescale,ontheorderofmillionsorevenbillionsofalignedsen...
ConstructiveuniversalHigh-DimensionalDistributionGenerationthroughDeepReLUNetworksDmytroPerekrestenko1StephanMu¨ller1HelmutBo¨lcskei12Abstractquence.Here,theinputlayersizeisdeterminedbythedimensi...