PointwiseBinaryClassificationwithPairwiseConfidenceComparisonsLeiFeng1SenlinShu2NanLu34BoHan54MiaoXu64GangNiu4BoAn7MasashiSugiyama43Abstractweaklysupervisedlearningproblems(Zhou,2018)havebeenextens...
RankAggregationfromPairwiseComparisonsinthePresenceofAdversarialCorruptionsArpitAgarwal1ShivaniAgarwal1SanjeevKhanna1PrathameshPatil1Abstract1.IntroductionRankaggregationfrompairwisepreferenceshasT...
MinimaxRateforLearningFromPairwiseComparisonsintheBTLModelJulienHendrickx1AlexOlshevsky2VenkateshSaligrama2AbstractAnalternativelineofresearchhasexploreddatafusionbasedonbettercalibratedmeasures,su...
GraphResistanceandLearningfromPairwiseComparisonsJulienM.Hendrickx∗,†AlexOlshevsky†VenkateshSaligrama†Abstractforoneproductoveranothercanbethoughtofastheout-comeofacomparison.Becausecustomersar...
ActiveEmbeddingSearchviaNoisyPairedComparisonsGregoryH.Canal1AndrewK.Massimino1MarkA.Davenport1ChristopherJ.Rozell1Abstracttocharacterizeaperson’stasteinfood,wemightaskthemwhichoneoftwodishestheyw...
NonparametricRegressionwithComparisons:EscapingtheCurseofDimensionalitywithOrdinalInformationYichongXu1HariankMuthakana1SivaramanBalakrishnan2ArturDubrawski3AartiSingh1AbstractRd×R,invarioustaskso...
MaximumSelectionandRankingunderNoisyComparisonsMoeinFalahatgar1AlonOrlitsky1VenkatadheerajPichapati1AnandaTheerthaSuresh2Abstractgenceofinterestinmaximumselectionandrankingus-ingnoisyComparisons.Se...