"Bandit"的相关文档

标签“Bandit”的相关文档，共19条

Sparsity-Agnostic Lasso Bandit
Sparsity-AgnosticLassoBanditMin-hwanOh1GarudIyengar2AssafZeevi2AbstractthetraditionalMABproblem,herepullinganyonearmprovidessomeinformationabouttheunknownparameterWeconsiderastochasticcontextualban...
Bandit Lasso Sparsity-Agnostic
2023-11-16 19:41:5413521.23 MB10
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Resource Allocation in Multi-armed Bandit Exploration Overcoming Sublinear Scaling with Adaptive Parallelism
ResourceAllocationinMulti-armedBanditExploration:OvercomingSublinearScalingwithAdaptiveParallelismBrijenThananjeyan1KirthevasanKandasamy1IonStoica1MichaelI.Jordan1KenGoldberg1JosephE.Gonzalez1Abstr...
in Exploration Allocation Bandit Multi-armed
2023-11-16 19:41:3213231.29 MB2
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Problem Dependent View on Structured Thresholding Bandit Problems
ProblemDependentViewonStructuredThresholdingBanditProblemsJamesCheshire1PierreMe´nard1AlexandraCarpentier1Abstractoferror-i.e.theprobabilitythatthelearnermis-classiﬁesatleastonearm-andconsiderthe...
on Thresholding Bandit Structured Problem
2023-11-16 19:28:321107359.79 KB22
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Parametric Graph for Unimodal Ranking Bandit
ParametricGraphforUnimodalRankingBanditCamille-SovannearyGauthier12RomaricGaudel3ElisaFromont452BoammaniAserLompo6Abstractuserattention.Typicalexamplesofsuchdisplaysare(i)alistofnews,visibleonebyon...
for Graph Bandit Ranking Unimodal
2023-11-16 19:28:287863.41 MB2
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Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization
OptimalregretalgorithmforPseudo-1dBanditConvexOptimizationAadirupaSaha1NagarajanNatarajan2PraneethNetrapalli23PrateekJain23Abstracttheproblemhasa"pseudo-1d"structureinthelossfunc-tionsft(w)=t(gt(w;...
for Algorithm Optimal Convex Regret
2023-11-16 19:28:261023586.29 KB10
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Incentivized Bandit Learning with Self-Reinforcing User Preferences
IncentivizedBanditLearningwithSelf-ReinforcingUserPreferencesTianchenZhou1JiaLiu1ChaoshengDong2JingyuanDeng2Abstractaccumulatesmorepositivefeedbacks.Forexample,onamovierentalwebsite,currentcustomer...
Learning with Preferences Bandit User
2023-11-16 18:47:031052641.59 KB17
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Best Model Identification A Rested Bandit Formulation
BestModelIdentiﬁcation:ARestedBanditFormulationLeonardoCella1MassimilianoPontil12ClaudioGentile3Abstract2002),thefeedbackgeneratedwhenpullinganarmismod-Weintroduceandanalyzeabestarmidentiﬁca-eled...
Identification Model Bandit Best Rested
2023-11-16 18:07:44830339.34 KB6
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Reinforcement Learning in Feature Space Matrix Bandit, Kernels, and Regret Bound
ReinforcementLearninginFeatureSpace:MatrixBandit,Kernels,andRegretBoundLinF.Yang1MengdiWang2Abstractplayanactiona∈A,whereSandAarethestateandactionspaces.ThenthesystemtransitionstoanotherstateExplo...
Learning Feature Matrix Reinforcement in
2023-11-14 21:46:071146377.73 KB16
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Optimistic Policy Optimization with Bandit Feedback
OptimisticPolicyOptimizationwithBanditFeedbackYonathanEfroni1LiorShani1AvivRosenberg2ShieMannor1AbstractDuetotheirpopularity,thereisarichliteraturethatpro-videsdifferenttypesoftheoreticalguarantees...
Optimization with Policy Bandit Feedback
2023-11-14 21:45:431196347.2 KB10
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My Fair Bandit Distributed Learning of Max-Min Fairness with Multi-player Bandits
MyFairBandit:DistributedLearningofMax-MinFairnesswithMulti-playerBanditsIlaiBistritz1TavorZ.Baharav1AmirLeshem2NicholasBambos1Abstracttheenvironment.Isthereanalternativethatliesinthegapbetweenthetw...
Learning of Distributed Bandit Fair
2023-11-14 21:45:1711141.58 MB12
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Multinomial Logit Bandit with Low Switching Cost
MultinomialLogitBanditwithLowSwitchingCostKefanDong1YingkaiLi2QinZhang3YuanZhou4Abstractthatno-purchaseisthemostfrequentchoice,whichisverynaturalinretailing.W.l.o.g.,weassumev0=1,andvi1Westudymul...
with low Bandit Multinomial switching
2023-11-14 21:45:161390605.9 KB3
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Learning Adversarial Markov Decision Processes with Bandit Feedback and Unknown Transition
LearningAdversarialMarkovDecisionProcesseswithBanditFeedbackandUnknownTransitionChiJin1TianchengJin2HaipengLuo2SuvritSra3TianchengYu3AbstractThemajorityoftheliteratureinlearningMDPsassumesstationar...
Learning Adversarial with Markov Decision
2023-11-14 21:44:481044330.21 KB22
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Combinatorial Pure Exploration for Dueling Bandit
CombinatorialPureExplorationforDuelingBanditsWeiChen1YihanDu2LongboHuang2HaoyuZhao2Abstracttradeoffinonlinelearning.Thepureexplorationtask(Even-Daretal.,2006;Chen&Li,2016;Sabato,2019)isanInthispape...
for Exploration Dueling Bandit Combinatorial
2023-11-14 21:43:281608348.68 KB14
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On the Design of Estimators for Bandit Off-Policy Evaluation
OntheDesignofEstimatorsforBanditOff-PolicyEvaluationNikosVlassis1AurelienBibaut2MariaDimakopoulou1TonyJebara1Abstractofgreatinterest:GivenaBanditmodel,whatisalow-riskestimatorofthecounterfactualtar...
of for on the Bandit
2023-11-13 14:48:04742537.36 KB20
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Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model
ContextualMulti-armedBanditAlgorithmforSemiparametricRewardModelGi-SooKim1MyungheeChoPaik1Abstract(Langfordetal.,2008),newsarticleplacementalgorithms(Lietal.,2010),revenuemanagement(Ferreiraetal.,2...
for Algorithm Contextual Bandit Multi-armed
2023-11-13 14:46:441047403.05 KB30
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Bandit Multiclass Linear Classification Efficient Algorithms for the Separable Case
BanditMulticlassLinearClassiﬁcation:EfﬁcientAlgorithmsfortheSeparableCaseAlinaBeygelzimer1Da´vidPa´l1Bala´zsSzo¨re´nyi1DevanathanThiruvenkatachari2Chen-YuWei3ChichengZhang4Abstractandreveals...
for Efficient Algorithms Classification Bandit
2023-11-13 14:46:281380451.64 KB5
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Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates
MinimaxConcavePenalizedMulti-ArmedBanditModelwithHigh-DimensionalConvariatesXueWang1MikeMingchengWei2TaoYao1Abstractexample,doctors(i.e.,decision-makers)canpersonalizetreatmentsforpatients(i.e.,use...
with Model Bandit Minimax Multi-armed
2023-11-13 12:00:10887823.38 KB22
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Safety-Aware Algorithms for Adversarial Contextual Bandit
Safety-AwareAlgorithmsforAdversarialContextualBandit122WenSunDebadeeptaDeyAshishKapoorAbstractside-effectofanewtreatmentmustbetakenintoconsidera-tionforpatients’safety.Ingeneraltheseapplicationswi...
for Adversarial Algorithms Contextual Bandit
2023-11-12 20:45:111234789.72 KB10
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Efficient Online Bandit Multiclass Learning with $ tildeO( sqrtT)$ Regret
EfﬁcientOnlineBanditMulticlassLearningwithO˜(√T)RegretAlinaBeygelzimer1FrancescoOrabona2ChichengZhang3Abstracttakesofthebestpredictorintheclass.Kakadeetal.(2008)proposedaBanditmodiﬁcationoftheM...
Learning Online Efficient with Bandit
2023-11-12 20:44:191027654.94 KB28
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