ProvablyEnd-to-endlabel-noiseLearningwithoutAnchorPointsXuefengLi12TongliangLiu2BoHan3GangNiu4MasashiSugiyama45Abstract(Arpitetal.,2017;Zhangetal.,2017;Xiaetal.,2021;Wuetal.,2021).Inlabel-noiselear...
ConfidenceScoresMakeInstance-dependentlabel-noiseLearningPossibleAntoninBerthon12BoHan31GangNiu1TongliangLiu4MasashiSugiyama15Abstractorizationeffects(Zhangetal.,2017).Thus,learningwithnoisylabelsh...
label-noiseRobustDomainAdaptationXiyuYu1TongliangLiu2MingmingGong3KunZhang4KayhanBatmanghelich5DachengTao2Abstractafunctiontopredictthelabels{y1T,···,ynT}usinglabeleddata{(xS1,y1S),···,(xSm,y...
ImprovingGeneralizationbyControllinglabel-noiseInformationinNeuralNetworkWeightsHrayrHarutyunyan1KyleReing1GregVerSteeg1AramGalstyan1Abstractproposednoregularizationdropout0.5weightdecay0.003Inthep...