QuantileBanditsforBestArmsIdentificationMengyanZhang12ChengSoonOng21AbstractMean0.5-QuantileMean0.8-QuantileWeconsideravariantofthebestarmidentifica-A3.503.50C1.452.33tiontaskinstochasticmulti-arme...
SupervisedQuantileNormalizationforLow-rankMatrixApproximationMarcoCuturi1OlivierTeboul1JonathanNiles-Weed2Jean-PhilippeVert1Abstractmann,2001;Févotte&Idier,2011),binary(Slawskietal.,2013)orevendes...
DistinguishingCausefromEffectUsingQuantiles:BivariateQuantileCausalDiscoveryNatasaTagasovska12Vale´rieChavez-Demoulin1ThibaultVatter3Abstract(a)Additive(b)Multiplicative(c)Location−ScaleCausalinf...
NearlyLinearRowSamplingAlgorithmforQuantileRegressionYiLi1RuosongWang2LinYang3HanruiZhang4Abstractregressioninstanceonthesampleddatamatrixandresponsevector,whichisusuallymuchsmallerinsize.Wegivearo...
QuantileSteinVariationalGradientDescentforBatchBayesianOptimizationChengyueGong1JianPeng2QiangLiu1AbstractorexpensiveobjectivefunctionasarandomvariableandleverageBayesianinference,typicallywithaGau...
ImplicitQuantileNetworksforDistributionalReinforcementLearningWillDabney1GeorgOstrovski1DavidSilver1Re´miMunos1Abstractthis,itassumesreturnsareboundedinaknownrangeandtradesoffmean-preservationatth...
AutoregressiveQuantileNetworksforGenerativeModelingGeorgOstrovski1WillDabney1Re´miMunos1AbstractInthispaper,wepresentanovelapproachtogenerativemod-eling,that,whilestrikinglydifferentfromexistingme...
High-DimensionalStructuredQuantileRegressionVidyashankarSivakumar1ArindamBanerjee1Abstract2016;Vershynin,2015).Suchmodelshavebeenextendedtogeneralizedlinearmodels(Banerjeeetal.,2014;Ne-Quantileregr...