InterpretableSteinGoodness-of-fitTestsonRiemannianManifoldsWenkaiXu1TakeruMatsuda2AbstractonRiemannianmanifolds(Chikuse,2012;Mardia&Jupp,1999;Ley&Verdebout,2017).Inmanyapplications,weencounterdatao...
EfficientStatisticalTests:ANeuralTangentKernelApproachShengJia12EhsanNezhadarya3YuhuaiWu12JimmyBa12Abstractformaximizingthetestpower(Liuetal.,2020;Gaoetal.,2020).Thesemethodshavebeenshowntoempirica...
LearningDeepKernelsforNon-ParametricTwo-SampleTestsFengLiu12WenkaiXu2JieLu1GuangquanZhang1ArthurGretton2D.J.Sutherland3Abstracttremelylow-dimensionalspaces.Abroadsetofrecentworkinstatisticsandmachi...
KernelizedSteinDiscrepancyTestsofGoodness-of-fitforTime-to-EventDataTamaraFerna´ndez1ArthurGretton1Nicola´sRivera2WenkaiXu1Abstracttimeofapatientinaclinicaltrial(Collett,2015;Biswasetal.,2007);or...
Goodness-of-FitTestsforInhomogeneousRandomGraphsSohamDan1BhaswarB.Bhattacharya2Abstractvertices).However,inthemodernhigh-dimensionalregime[19]thenumberofsamplesmcouldbepotentiallymuchHypothesistest...
LocalPrivateHypothesisTesting:Chi-SquareTestsMarcoGaboardi1RyanRogers2Abstractthatcanbeusedinplaceofthestandard,non-privatehypoth-esisTests(Uhleretal.,2013;Yuetal.,2014;Sheffet,2015;Thelocalmodelfo...