RATT:LeveragingUnlabeledDatatoGuaranteeGeneralizationSaurabhGarg1SivaramanBalakrishnan12J.ZicoKolter3ZacharyC.Lipton1Abstractityofthehypothesisclass.Afterfittingthemodelontheavailabledata,onecanplu...
LeveragingSparseLinearLayersforDebuggableDeepNetworksEricWong1ShibaniSanturkar1AleksanderMa˛dry1Abstractmodel’sfailuremodesorevaluatecorrectiveinterventionswithoutin-depthproblem-specificstudies....
LeveragingPublicDataforPracticalPrivateQueryReleaseTerranceLiu1GiuseppeVietri2ThomasSteinke3JonathanUllman4ZhiweiStevenWu1AbstractInpractice,generatingaccuratedifferentiallyprivatesyn-theticdataset...
LeveragingNon-uniformityinFirst-orderNon-convexOptimizationJinchengMei12YueGao1BoDai2CsabaSzepesva´ri31DaleSchuurmans21Abstractinreinforcementlearning(RL)(Agarwaletal.,2020),super-Classicalglobalc...
LeveragingLanguagetoLearnProgramAbstractionsandSearchHeuristicsCatherineWong1KevinEllis2JoshuaB.Tenenbaum13JacobAndreas1Abstractmodelsusingnaturallanguagesupervision.InLAPS,lan-guageguideslearningo...
LeveragingGoodRepresentationsinLinearContextualBanditsMatteoPapini†1AndreaTirinzoni1MarcelloRestelli1AlessandroLazaric2MatteoPirotta2Abstractrangeofdomains,includingrecommendationsystems,on-Thelin...
OnLeveragingPretrainedGANsforGenerationwithLimitedDataMiaoyunZhao1YulaiCong1LawrenceCarin1AbstractAlthoughmanypowerfulGANmodelspretrainedonlarge-scaledatasetshavebeenreleased,feweffortshavebeenRece...
LeveragingFrequencyAnalysisforDeepFakeImageRecognitionJoelFrank1ThorstenEisenhofer1LeaScho¨nherr1AsjaFischer1DorotheaKolossa1ThorstenHolz1AbstracttheFlicker-Faces-HQdatasetandonegeneratedbyStyle-G...
LeveragingProceduralGenerationtoBenchmarkReinforcementLearningKarlCobbe1ChristopherHesse1JacobHilton1JohnSchulman1Abstractoraretheyapproximatelymemorizingspecifictrajectories?WeintroduceProcgenBenc...
DivideandConquer:LeveragingIntermediateFeatureRepresentationsforQuantizedTrainingofNeuralNetworksAhmedT.Elthakeb1PrannoyPilligundla2FatemehsadatMireshghallah2AlexanderCloninger3HadiEsmaeilzadeh2Abs...
LeveragingLow-RankRelationsBetweenSurrogateTasksinStructuredPredictionGiuliaLuise1DimitrisStamos1MassimilianoPontil12CarloCiliberto13AbstractAmongthemostwell-establishedstrategiesforstructuredpredi...
RadialGAN:Leveragingmultipledatasetstoimprovetarget-specificpredictivemodelsusingGenerativeAdversarialNetworksJinsungYoon1JamesJordon2MihaelavanderSchaar123Abstractinhospitalsperformwelloneachhospi...
LeveragingWell-ConditionedBases:StreamingandDistributedSummariesinMinkowskip-NormsGrahamCormode1CharlieDickens1DavidP.Woodruff2Abstracttemplatehasbeeninstantiatedforanumberoffundamen-taltasksinhigh...
LeveragingUnionofSubspaceStructuretoImproveConstrainedClusteringJohnLipor1LauraBalzano1Abstractvectorsandestimatetheunderlyingsubspaces,achievingex-cellentperformanceonavarietyofrealdatasets.Howeve...
LeveragingNodeAttributesforIncompleteRelationalDataHeZhao1LanDu1WrayBuntine1Abstractablockmatrixtocapturetheinteractionsbetweenlatentfactors.TherehavebeenmanyBayesianextensionsofRelationaldataareus...