LearningGeneralizedIntersectionOverUnionforDensePixelwisePredictionJiaqianYu1JingtaoXu1YiweiChen1WeimingLi1QiangWang1ByungInYoo2Jae-JoonHan2Abstract(a)Non-overlapcasesIntersectionoverunion(IoU)scor...
GeneralizedDoubly-ReparameterizedGradientEstimatorsMatthiasBauer1AndriyMnih1Abstractusuallypreferunbiasedestimatorsastheytendtobebetter-behavedandarebetterunderstood.LowervarianceisalsoEfficientlow...
DifferentiallyPrivateBayesianInferenceforGeneralizedLinearModelsTejasKulkarni1JoonasJa¨lko¨1AnttiKoskela2SamuelKaski13AnttiHonkela2Abstractontheregressioncoefficients,suchasdeterminingwhichcoeffi...
PretrainedGeneralizedAutoregressiveModelwithAdaptiveProbabilisticLabelClustersforExtremeMulti-labelTextClassificationHuiYe1ZhiyuChen1Da-HanWang2BrianD.Davison1Abstracttextfeaturesisbag-of-words(BOW...
GradientDICE:RethinkingGeneralizedOfflineEstimationofStationaryValuesShangtongZhang1BoLiu2ShimonWhiteson1Abstractevaluationismoreflexible.Wecanevaluateanewpolicywithexistingdatainareplaybuffer(Lin,...
SymbolicNetwork:GeneralizedNeuralPoliciesforRelationalMDPsSankalpGarg1AniketBajpai1Mausam1Abstract1.IntroductionARelationalMarkovDecisionProcess(RMDP)ARelationalMarkovDecisionProcess(RMDP)(Boutilie...
GeneralizedandScalableOptimalSparseDecisionTreesJimmyLin1ChudiZhong2DianeHu2CynthiaRudin2MargoSeltzer1Abstractisthattheytendtoproducesuboptimaltreeswithnowayofknowinghowsuboptimalthesolutionis.This...
GeneralizationErrorofGeneralizedLinearModelsinHighDimensionsMelikasadatEmami1MojtabaSahraee-Ardakan12ParthePandit12SundeepRangan3AlysonK.Fletcher12AbstractaclassofGeneralizedlinearmodels(GLMs)ofthe...
ExpertLearningthroughGeneralizedInverseMultiobjectiveOptimization:Models,Insights,andAlgorithmsChaoshengDong1BoZeng1Abstractthehumandecisionmaker’sdecisionswhilecannotdirectlyaccessherunderlyingde...
ConvexRepresentationLearningforGeneralizedInvarianceinSemi-Inner-ProductSpaceYingyiMa1VigneshGanapathiraman1YaoliangYu2XinhuaZhang1Abstractshipsbetweenclasseswhichholdforanyinput.Commonexamplesincl...
SublinearTimeNearestNeighborSearchoverGeneralizedWeightedSpaceYifanLei1QiangHuang1MohanKankanhalli1AnthonyK.H.Tung1AbstractForexample,underthespecificsettingthatwi=1,∀i,theproblemofNNSoverL2distan...
LearningtoConvolve:AGeneralizedWeight-TyingApproachNichitaDiaconu1DanielWorrall1Abstractgroupconvolutionsextendstandardtranslationalconvolu-tiontothesettingwherethesymmetryisadiscretealgebraicRecen...
LimitationsofAdversarialRobustness:StrongNoFreeLunchTheoremElvisDohmatob1Abstract•Thegoaloftheattackeristofooltheclassifierintoclassifyingxadvaslabeldifferentfromk.Thismanuscriptpresentssomenewimp...
GeneralizedLinearRuleModelsDennisWei1SanjeebDash1TianGao1OktayGu¨nlu¨k1Abstracttiveaccuracyagainstthecomplexityoftheruleensemble,measuredintermsofthenumberofrulesaswellastheirThispaperconsidersge...
GeneralizedMajorization-MinimizationSobhanNaderi1KunHe2RezaAghajani3StanSclaroff4PedroFelzenszwalb5Abstractrithmsworkbyiterativelyoptimizingasequenceofeasy-to-optimizesurrogatefunctionsthatboundthe...
GeneralizedApproximateSurveyPropagationforHigh-DimensionalEstimationLucaSaglietti12YueM.Lu3CarloLucibello41AbstractpredictedthroughadynamicalsysteminvolvingonlyscalarquantitiescalledStateEvolution(...
FastAlgorithmforGeneralizedMultinomialModelswithRankingDataJiaqiGu1GuoshengYin1Abstractsharedstructuresinthelog-likelihoodfunction.Wetheoret-icallyshowthatthemaximumlikelihoodestimator(MLE)Wedevelo...
Co-RepresentationNetworkforGeneralizedZero-ShotLearningFeiZhang1GuangmingShi1AbstractbroketherecordsonseveralbenchmarkdatasetsandhaspromotedtheprogressofZSL.However,CZSLtechnologyGeneralizedzero-sh...
GeneralizedRobustBayesianCommitteeMachineforLarge-scaleGaussianProcessRegressionHaitaoLiu1JianfeiCai2YiWang3Yew-SoonOng24Abstractpredictivedistributionsattestpoints.InordertoscalestandardGaussianpr...
GeneralizedEarleyParser:BridgingSymbolicGrammarsandSequenceDataforFuturePredictionSiyuanQi1BaoxiongJia12Song-ChunZhu1Abstract...GeneralizedEarleyParserParseTreemicrowavefoodFuturepredictionsonseque...