ClusterabilityasanAlternativetoAnchorPointsWhenLearningwithNoisyLabelsZhaoweiZhu1YiwenSong2YangLiu1AbstractparameterizedDNNs(Xiaetal.,2021;Hanetal.,2020),andleadtounexpectedanddisparateimpacts(Liu,...
AlternativeMicrofoundationsforStrategicClassificationMeenaJagadeesan1CelestineMendler-Dünner1MoritzHardt1Abstractthecontextofmacroeconomicpolicymakingfueledthemicrofoundationsprogramfollowingthein...
AnAlternativeView:WhenDoesSGDEscapeLocalMinima?RobertKleinberg1YuanzhiLi2YangYuan1Abstractmoreiterationstoconverge,butfewergradientevaluationsperiteration.Therefore,forthestandardempiricalriskmin-S...
AnAlternativeSoftmaxOperatorforReinforcementLearningKavoshAsadi1MichaelL.Littman1AbstractAnidealsoftmaxoperatorisaparameterizedsetofoperatorsthat:Asoftmaxoperatorappliedtoasetofvaluesactssomewhatli...