LearningDeepNeuralNetworksunderAgnosticCorruptedSupervisionBoyangLiu1MengyingSun1DingWang1Pang-NingTan1JiayuZhou1Abstractduringtraining.Bydetectingandfiltering(orre-weighting)thepossibleCorruptedsa...
OnSymmetricLossesforLearningfromCorruptedLabelsNontawatCharoenphakdee12JongyeongLee12MasashiSugiyama21AbstractFigure1.Examplesoflossesusedinthispaper.Thezero-oneloss,sigmoidloss,andunhingedlossares...