TowardsPracticalMeanBoundsforSmallSamplesMyPhan1PhilipS.Thomas1ErikLearned-Miller1Abstractrefertotwoseparatesettings,theone-endedsupportsetting,inwhichthedistributionisknowntofallintheintervalHisto...
StrategicClassificationMadePracticalSagiLevanon1NirRosenfeld1Abstractbankwouldliketoapprovealoanonlyifitislikelytobereturned,andtoaidindecision-making,thebanktrainsStrategicclassificationregardsthe...
PrivateAlternatingLeastSquares:PracticalPrivateMatrixCompletionwithTighterRatesSteveChien1PrateekJain1WalidKrichene1SteffenRendle1ShuangSong1AbhradeepThakurta1LiZhang1Abstractknownuser-itemratingsm...
PracticalandPrivate(Deep)LearningWithoutSamplingorShufflingPeterKairouz1BrendanMcMahan1ShuangSong1OmThakkar1AbhradeepThakurta1ZhengXu1Abstractinthecontextofdistributedsettingslikefederatedlearn-ing...
LogME:PracticalAssessmentofPre-trainedModelsforTransferLearningKaichaoYou∗1YongLiu∗1JianminWang1MingshengLong1Abstracttrainedwithlarge-scalesuperviseddata(Dengetal.,2009;Russakovskyetal.,2015)and...
LeveragingPublicDataforPracticalPrivateQueryReleaseTerranceLiu1GiuseppeVietri2ThomasSteinke3JonathanUllman4ZhiweiStevenWu1AbstractInpractice,generatingaccuratedifferentiallyprivatesyn-theticdataset...
GroupFisherPruningforPracticalNetworkCompressionLiyangLiu1ShilongZhang2ZhanghuiKuang3AojunZhou3Jing-HaoXue4XinjiangWang3YiminChen3WenmingYang1QingminLiao1WayneZhang235Abstract78OursOursOursAOFPNetw...
APracticalMethodforConstructingEquivariantMultilayerPerceptronsforArbitraryMatrixGroupsMarcFinzi1MaxWelling2AndrewGordonWilson1AbstractGroupTypeSoOlvuirnCgoAnlsgtorraiitnhtmEquivariantLinearLayerSy...
PracticalContextualBanditswithRegressionOraclesDylanJ.Foster1AlekhAgarwal2MiroslavDud´ık2HaipengLuo3RobertE.Schapire2Abstractagnosticinthesensethattheyareprovablyeffectiveforanygivenpolicyclassan...
PracticalGauss-NewtonOptimisationforDeepLearningAleksandarBotev1HippolytRitter1DavidBarber12Abstractthegradientsatthecurrentsettingoftheparameterswithvariousheuristicestimatesofthecurvaturefromprev...