TowardsBetterRobustGeneralizationwithShiftConsistencyRegularizationShufeiZhang12ZhuangQian12KaizhuHuang1QiufengWang1RuiZhang3XinpingYi2Abstract2015;Heetal.,2016;Miyatoetal.,2017;Zagoruyko&Komodakis...
OntheConsistencyofTop-kSurrogateLossesForestYang12SanmiKoyejo13Abstractasampleand/orwhenasamplemaycorrespondtomultiplelabels,e.g.,whenanimageofaparkcontainingapondmayThetop-kerrorisoftenemployedtoe...
PathConsistencyLearninginTsallisEntropyRegularizedMDPsOfirNachum1YinlamChow2MohamamdGhavamzadeh2Abstractmodelisknown,theoptimalpolicyisthesolutionofthenon-linearBellmanoptimalityequations(Bellman,1...
ConsistencyAnalysisforBinaryClassificationRevisitedKrzysztofDembczyn´ski1WojciechKotłowski1OluwasanmiKoyejo2NagarajanNatarajan3Abstracttice(Koyejoetal.,2014a;Narasimhanetal.,2014a;Dem-bczyn´skie...