Implicit-PDF:non-parametricRepresentationofProbabilityDistributionsontheRotationManifoldKieranMurphy1CarlosEsteves1VarunJampani1SrikumarRamalingam1AmeeshMakadia1Abstract2018).Aquintessentialexample...
Towardsnon-parametricdriftdetectionviaDynamicAdaptingWindowIndependenceDriftDetection(DAWIDD)FabianHinder1Andre´Artelt1BarbaraHammer1Abstractsuchsettings,life-longmodeladaptationratherthanclas-sic...
Optimalnon-parametricLearninginRepeatedContextualAuctionswithStrategicBuyerAlexeyDrutsa12Abstractsingleadvertiser(Aminetal.,2013;Mohri&Munoz,2014;Drutsa,2017b;2018;Vanunts&Drutsa,2019).Inthiscase,W...
LearningDeepKernelsfornon-parametricTwo-SampleTestsFengLiu12WenkaiXu2JieLu1GuangquanZhang1ArthurGretton2D.J.Sutherland3Abstracttremelylow-dimensionalspaces.Abroadsetofrecentworkinstatisticsandmachi...
non-parametricPriorsForGenerativeAdversarialNetworksRajhansSingh1PavanTuraga12SurenJayasuriya12RaviGarg3MartinW.Braun3Abstractpointsinhigh-dimensionalspacewithdistributionsmatch-ingreal-data.Inpart...
DP-GP-LVM:ABayesiannon-parametricModelforLearningMultivariateDependencyStructuresAndrewR.Lawrence1CarlHenrikEk2NeillD.F.Campbell1Abstractdimensionsco-vary.Forahumanwalking,eachlimbsharesavariationf...
Approximationandnon-parametricEstimationofResNet-typeConvolutionalNeuralNetworksKentaOono12TaijiSuzuki13AbstractForfully-connectedneuralnetworks(FNNs),thereisalotofexistingwork,datingbacktothe80’s...