OptimalEstimationofHighDimensionalSmoothAdditiveFunctionBasedonNoisyObservationsFanZhou,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{fanzhou,liping11}@baidu.comAbstractana...
AdditiveErrorGuaranteesforWeightedLowRankApproximationAdityaBhaskara1AravindaKanchanaRuwanpathirana1MaheshakyaWijewardena1Abstractmatrixversionturnsouttobechallenging.Formally,theLow-rankapproximat...
RandomlyProjectedAdditiveGaussianProcessesforRegressionIanDelbridge1DavidBindel1AndrewGordonWilson2Abstractsmall-dataregime,wherecarefuluncertaintyrepresentationisparticularlycrucial,strongpriorspr...
Sample-OptimalParametricQ-LearningUsingLinearlyAdditiveFeaturesLinF.Yang1MengdiWang1Abstractthistheoretical-sharpresultdoesnotgeneralizetopracticalproblemswhereS,Acanbearbitrarilylargeorinfinite.Co...
PartiallyLinearAdditiveGaussianGraphicalModelsSinongGeng1MinhaoYan2MladenKolar3OluwasanmiKoyejo4Abstractceptibletoconfoundingfromphysiologicalnoisesuchassubjectmotion(VanDijketal.,2012;Gotoetal.,20...