"Near-Optimal"的相关文档

标签“Near-Optimal”的相关文档，共12条

Near-Optimal Representation Learning for Linear Bandits and Linear RL
Near-OptimalRepresentationLearningforLinearBanditsandLinearRLJiachenHu1XiaoyuChen1ChiJin2LihongLi3LiweiWang14AbstractWhilerepresentationlearninghasachievedtremendoussuc-cessinavarietyofapplications...
Learning for and Bandits Representation
2023-11-16 19:15:33963392.32 KB3
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Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs
Near-OptimalModel-FreeReinforcementLearninginNon-StationaryEpisodicMDPsWeichaoMao1KaiqingZhang1RuihaoZhu2DavidSimchi-Levi2TamerBas¸ar1Abstractthroughsequentialinteractionswithaninitiallyunknownbut...
Learning Reinforcement in Model-Free Near-Optimal
2023-11-16 19:15:3312191.42 MB20
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Near-Optimal Confidence Sequences for Bounded Random Variables
Near-OptimalConﬁdenceSequencesforBoundedRandomVariablesArunKumarKuchibhotla1QinqingZheng2Abstractsequentialhypothesistestingproblemssuchastestingpos-itivenessofthemean(Zhaoetal.,2016),testingequal...
for Variables random Near-Optimal Confidence
2023-11-16 19:15:335299.1 MB11
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Near-Optimal Linear Regression under Distribution Shift
Near-OptimalLinearRegressionunderDistributionShiftQiLei1WeiHu1JasonD.Lee1Abstractprovidehelpfulmarginaldistributioninformationaboutthetargetdomain.AlthoughthisapproachisintegraltomanyTransferlearni...
Regression under Distribution Linear Near-Optimal
2023-11-16 19:15:3315711.26 MB1
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Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise
Near-OptimalEntrywiseAnomalyDetectionforLow-RankMatriceswithSub-ExponentialNoiseVivekF.Farias1AndrewA.Li2TianyiPeng3AbstractsomesubsetofmatrixentriesΩ.Theanomalydetectionproblemconcernsidentifying...
for Low-Rank Detection Near-Optimal Matrices
2023-11-16 19:15:3313595.55 MB26
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Near-Optimal Algorithms for Explainable k-Medians and k-Means
Near-OptimalAlgorithmsforExplainablek-Mediansandk-MeansKonstantinMakarychev1LirenShan1Abstractscriptionisnotnecessarilyeasytointerpretforahuman.Everyk-mediansork-meansclusteringisdeﬁnedbyasetWecon...
for and Algorithms k-Means Near-Optimal
2023-11-16 19:15:321370317.65 KB10
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Private Counting from Anonymous Messages Near-Optimal Accuracy with Vanishing Communication Overhead
PrivateCountingfromAnonymousMessages:Near-OptimalAccuracywithVanishingCommunicationOverheadBadihGhazi1RaviKumar1PasinManurangsi1RasmusPagh21Abstractprotectingpotentiallysensitive,user-speciﬁcinfor...
from Private Near-Optimal Anonymous Counting
2023-11-14 21:45:56953457.67 KB5
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Near-Optimal sample complexity bounds for learning Latent $k-$polytopes and applications to Ad-Mixtures
Near-OptimalsamplecomplexityboundsforlearningLatentk−polytopesandapplicationstoAd-MixturesChiranjibBhattacharyya1RavindranKannan2Abstractmixtrues,aproblemnottackledbefore.Ad-mixturesaregeneralizat...
Learning for Complexity Latent bounds
2023-11-14 21:45:191970289.66 KB19
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Near-Optimal Regret Bounds for Stochastic Shortest Path
Near-OptimalRegretBoundsforStochasticShortestPathAlonCohen1HaimKaplan12YishayMansour12AvivRosenberg2AbstractThefocusofthisworkisonregretminimizationinSSP.Itbuildsonextensiveliteratureontheoreticala...
for Stochastic Regret bounds Near-Optimal
2023-11-14 21:45:191629233.14 KB3
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Clinician-in-the-Loop Decision Making Reinforcement Learning with Near-Optimal Set-Valued Policies
Clinician-in-the-LoopDecisionMaking:ReinforcementLearningwithNear-OptimalSet-ValuedPoliciesShengpuTang1AdityaModi1MichaelW.Sjoding23JennaWiens1Abstractrewardsignalsviarewardshaping(Lizotteetal.,201...
Learning with Reinforcement Making Decision
2023-11-14 21:43:2611751.51 MB23
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Composable Core-sets for Determinant Maximization A Simple Near-Optimal Algorithm
ComposableCore-setsforDeterminantMaximization:ASimpleNear-OptimalAlgorithmPiotrIndyk1SepidehMahabadi2ShayanOveisGharan3AlirezaRezaei3AbstracttheparallelepipedspannedbythepointsinS.Thisproblemandits...
for Maximization simple Near-Optimal Composable
2023-11-13 14:46:41942522.25 KB3
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Near-Optimal Design of Experiments via Regret Minimization
Near-OptimalDesignofExperimentsviaRegretMinimizationZeyuanAllen-Zhu1YuanzhiLi2AartiSingh3YiningWang3AbstractonewishestoselectknexperimentalsettingsfromXthatarethemoststatisticallyefﬁcientforestabl...
of via Regret Minimization Near-Optimal
2023-11-12 20:44:521441406.81 KB10
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