Estimating↵-RankfromAFewEntrieswithLowRankMatrixCompletionYaliDu1XueYan2XuChen3JunWang1HaifengZhang2Abstractetal.,2018;Omidshafieietal.,2019).TheEloandTrueSkillbothdealwithratingsofagentsinthepair...
EstimatingIdentifiableCausalEffectsonMarkovEquivalenceClassthroughDoubleMachineLearningYonghanJung1JinTian2EliasBareinboim3Abstracttigateswhether,givenacausalgraphGencodingqualitativeknowledgeabout...
BayesianAlgorithmExecution:EstimatingComputablePropertiesofBlack-boxFunctionsUsingMutualInformationWillieNeiswanger1KeAlexanderWang1StefanoErmon1AbstracttackledbyBayesianoptimizationmethods(Shahria...
EstimatingGeneralizationunderDistributionShiftsviaDomain-InvariantRepresentationsChing-YaoChuang1AntonioTorralba1StefanieJegelka1AbstractAISafety(Amodeietal.,2016),motivatingrecentworkonEstimatingt...
TimeSeriesDeconfounder:EstimatingTreatmentEffectsoverTimeinthePresenceofHiddenConfoundersIoanaBica12AhmedM.Alaa3MihaelavanderSchaar234Abstract&Saria,2017;Limetal.,2018;Bicaetal.,2020a).Exist-ingmet...
EstimatingtheNumberandEffectSizesofNon-nullHypothesesJenniferBrennan1RamyaKorlakaiVinayak1KevinJamieson1AbstractForexample,supposeascientistwouldliketotest10,000WestudytheproblemofEstimatingthedist...
EstimatingQ(s,s)withDeepDeterministicDynamicsGradientsAshleyD.Edwards1HimanshuSahni2RosanneLiu13JaneHung1AnkitJain1RuiWang1AdrienEcoffet1ThomasMiconi1CharlesIsbell2JasonYosinski13AbstractActionat+1...
EstimatingtheErrorofRandomizedNewtonMethods:ABootstrapApproachJessieX.T.Chen1MilesE.Lopes2AbstractresearchhasbeendrivenbythefactthatcomputinganinverseHessiantomachineprecisioncanbeverycostlyRandomi...
EstimatingModelUncertaintyofNeuralNetworksinSparseInformationFormJongseokLee1MatthiasHumt1JianxiangFeng12RudolphTriebel12Abstractferencewhatlinearmapsareforalgebra.Forexample,oncetheposteriordistri...
AdaptiveSamplingforEstimatingProbabilityDistributionsShubhanshuShekhar1TaraJavidi1MohammadGhavamzadeh2Abstractsomesuchapplications.(1)OpinionPolling:SupposethereareKgroupsofvoterswhohavedifferentpr...
EstimatingInformationFlowinDeepNeuralNetworksZivGoldfeld12EwoutvandenBerg23KristjanGreenewald23IgorMelnyk23NamNguyen23BrianKingsbury23YuryPolyanskiy12Abstractetal.,2018;Achille&Soatto,2018).Mutuali...
LimitsofEstimatingHeterogeneousTreatmentEffects:GuidelinesforPracticalAlgorithmDesignAhmedM.Alaa1MihaelavanderSchaar123Abstractadvertising(Bottouetal.,2013),andsocialsciences(Xieetal.,2012).Theincr...
INSPECTRE:PrivatelyEstimatingtheUnseenJayadevAcharya1GautamKamath2ZitengSun1HuanyuZhang1Abstractraregeneticvariations(Zouetal.,2016).Wedevelopdifferentiallyprivatemethodsforesti-However,inmanysetti...
AUnifiedMaximumLikelihoodApproachforEstimatingSymmetricPropertiesofDiscreteDistributionsJayadevAcharya1HirakenduDas2AlonOrlitsky3AnandaTheerthaSuresh4Abstractapplications.Symmetricdistributionprope...
EstimatingtheunseenfrommultiplepopulationsAditiRaghunathan1GregoryValiant1JamesZou12AbstractspenttwoyearsinMalayatrappingbutterflies.Hefound118rarespeciesofbutterfliesforwhichhefoundonlyoneGivensam...
Estimatingindividualtreatmenteffect:generalizationboundsandalgorithmsUriShalit1FredrikD.Johansson2DavidSontag23Abstractdatawhichcontainspastactions,theiroutcomes,andpos-siblymorecontext,butwithoutd...