GeneralizationErrorBoundforHyperbolicOrdinalEmbeddingAtsushiSuzuki1AtsushiNitanda2JingWang1LinchuanXu3MarcCavazza1KenjiYamanishi4Abstracttheyareasconsistentaspossiblewithgivenordinaldataintheformof...
ExactGapbetweenGeneralizationErrorandUniformConvergenceinRandomFeatureModelsZitongYang1YuBai2SongMei3AbstractBoundsonuniformconvergenceusuallytaketheformofcomplexity/n(Vapnik,1995),wherethenumerato...
AdditiveErrorGuaranteesforWeightedLowRankApproximationAdityaBhaskara1AravindaKanchanaRuwanpathirana1MaheshakyaWijewardena1Abstractmatrixversionturnsouttobechallenging.Formally,theLow-rankapproximat...
ReducingSamplingErrorinBatchTemporalDifferenceLearningBrahmaS.Pavse1IshanDurugkar1JosiahP.Hanna23PeterStone14Abstractpolicy(Puterman&Shin,1978;Bertsekas,1987;Konda&Tsitsiklis,2000).Thesealgorithmsr...
GeneralizationErrorofGeneralizedLinearModelsinHighDimensionsMelikasadatEmami1MojtabaSahraee-Ardakan12ParthePandit12SundeepRangan3AlysonK.Fletcher12Abstractaclassofgeneralizedlinearmodels(GLMs)ofthe...
GeneralisationErrorinlearningwithrandomfeaturesandthehiddenmanifoldmodelFedericaGerace1BrunoLoureiro1FlorentKrzakala2MarcMézard2LenkaZdeborová1Abstracttiveresearchsubject.Thetraditionallearningth...
FamilywiseErrorRateControlbyInteractiveUnmaskingBoyanDuan1AadityaRamdas12LarryWasserman12Abstractwhenµ<0,ithasnondecreasingdensity.Alowp-valuesuggestsevidencetorejectthenullhypothesis.Weproposeame...
EstimatingtheErrorofRandomizedNewtonMethods:ABootstrapApproachJessieX.T.Chen1MilesE.Lopes2AbstractresearchhasbeendrivenbythefactthatcomputinganinverseHessiantomachineprecisioncanbeverycostlyRandomi...
ErrorEstimationforSketchedSVDviatheBootstrapMilesE.Lopes1N.BenjaminErichson2MichaelW.Mahoney2AbstracttoleratesomeapproximationError.Forthisreason,theperformanceofasketchedSVDhingesonanappropriateIn...
TrainingNeuralNetworkswithLocalErrorSignalsArildNøkland1LarsH.Eidnes2Abstractandmemoryreuseproblems(Jaderbergetal.,2017;Gomezetal.,2017).Supervisedtrainingofneuralnetworksforclassi-ficationistypic...
LearningModelsfromDatawithMeasurementError:TacklingUnderreportingRoyAdams1YuelongJi2XiaobinWang2SuchiSaria134Abstract1.IntroductionMeasurementErrorinobservationaldatasetscanMeasurementErrorinobserv...
ErrorFeedbackFixesSignSGDandotherGradientCompressionSchemesSaiPraneethKarimireddy1QuentinRebjock1SebastianU.Stich1MartinJaggi1AbstractAlgorithm1EF-SIGNSGD(SIGNSGDwithError-Feedb.)Sign-basedalgorith...
TheGeneralizationErrorofDictionaryLearningwithMoreauEnvelopesAlexandrosGeorgogiannis1Abstracttosomepredefinedfamilyofmatrices.Fromthestatisti-callearningtheoryperspective,theaimistominimizetheThisi...
ErrorCompensatedQuantizedSGDanditsApplicationstoLarge-scaleDistributedOptimizationJiaxiangWu1WeidongHuang1JunzhouHuang1TongZhang1AbstractTherehavebeenseveralworksattemptingtoimprovetheefficiencyofd...
ErrorEstimationforRandomizedLeast-SquaresAlgorithmsviatheBootstrapMilesE.Lopes1ShusenWang2MichaelW.Mahoney2AbstractDrineasetal.,2012;Clarkson&Woodruff,2013;Woodruff,2014;Maetal.,2014;Mengetal.,2014...
AnalysisofMinimaxErrorRateforCrowdsourcingandItsApplicationtoWorkerClusteringModelHideakiImamura12IsseiSato12MasashiSugiyama21Abstractsolvethisproblembyprovidingredundancyforlabeling,i.e.,bycollect...
AddressingFunctionApproximationErrorinActor-CriticMethodsScottFujimoto1HerkevanHoof2DavidMeger1AbstractmeansusinganimpreciseestimatewithineachupdatewillleadtoanaccumulationofError.Duetooverestimati...