KernelizedSteinDiscrepancyTestsofGoodness-of-fitforTime-to-EventDataTamaraFerna´ndez1ArthurGretton1Nicola´sRivera2WenkaiXu1Abstracttimeofapatientinaclinicaltrial(Collett,2015;Biswasetal.,2007);or...
AccountableOff-PolicyEvaluationWithKernelBellmanStatisticsYihaoFeng1TongzhengRen1ZiyangTang1QiangLiu1Abstractdecisions.Off-policyevaluationplaysanimportantroleinImportancesampling(IS)providesabasic...
KernelizedSynapticWeightMatricesLorenzK.Muller1JulienN.P.Martel1GiacomoIndiveri1Abstract1.1.RelatedWorkInthispaperweintroduceanovelneuralnet-Thereexistmanyapproachesthatreparametrizetheweightworkar...
OnKernelizedMulti-armedBanditsSayakRayChowdhury1AdityaGopalan1Abstractanceexplorationandexploitation,asavailableknowledgemustbetransferredefficientlyfromafinitesetofobser-Weconsiderthestochasticban...
KernelizedSupportTensorMachinesLifangHe1Chun-TaLu1GuixiangMa1ShenWang1LinlinShen2PhilipS.Yu13AnnB.Ragin4Abstractthislearningframework,severaltensor-basedlinearmod-els(Zhouetal.,2013;Haoetal.,2013)h...