OptimalEstimationofHighDimensionalSmoothAdditiveFunctionBasedonNoisyObservationsFanZhou,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{fanzhou,liping11}@baidu.comAbstractana...
ATheoryofHighDimensionalRegressionwithArbitraryCorrelationsbetweenInputFeaturesandTargetFunctions:SampleComplexity,MultipleDescentCurvesandaHierarchyofPhaseTransitionsGabrielC.Mel1SuryaGanguli2Abst...
DualityinRKHSswithInfiniteDimensionalOutputs:ApplicationtoRobustLossesPierreLaforgue1AlexLambert1LucBrogat-Motte1Florenced’Alche´-Buc1Abstractandvariantscopewithdiscretestructures(Tsochantaridise...
HighDimensionalBayesianOptimizationwithElasticGaussianProcessSantuRana1ChengLi1SunilGupta1VuNguyen1SvethaVenkatesh1Abstract1998)whicharealsoexpensivetoevaluate.Examplesin-cludeexperimentaldesigntoo...
GradientBoostedDecisionTreesforHighDimensionalSparseOutputSiSi1HuanZhang2S.SathiyaKeerthi3DhruvMahajan4InderjitS.Dhillon5Cho-JuiHsieh2Abstractmulti-labellearningandmulti-classclassificationbelongto...
ClusteringHighDimensionalDynamicDataStreamsVladimirBraverman1GereonFrahling2HarryLang1ChristianSohler3LinF.Yang1Abstractthesameclusterissimilaranddataindifferentclustersisdifferent.Centerbasedclust...