UnICORNN:ArecurrentmodelforlearningVerylongtimedependenciesT.KonstantinRusch1SiddharthaMishra1AbstractsuchasinLSTMs(Hochreiter&Schmidhuber,1997)andGRUs(Choetal.,2014),wheretheadditivestructureofThe...
PoissonLearning:GraphBasedSemi-SupervisedLearningAtVeryLowLabelRatesJeffCalder1BrendanCook1MatthewThorpe2DejanSlepcˇev3Abstractranking(Heetal.,2004;Yangetal.,2013;Xuetal.,2011),amongmanyotherprobl...
MentorNet:LearningData-DrivenCurriculumforVeryDeepNeuralNetworksonCorruptedLabelsLuJiang1ZhengyuanZhou2ThomasLeung1Li-JiaLi1LiFei-Fei12Abstractonthecleantestdata.Althoughlearningmodelsonweaklylabel...