"Distributionally"的相关文档

标签“Distributionally”的相关文档，共9条

Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts
SequentialDomainAdaptationbySynthesizingDistributionallyRobustExpertsBaharTaskesen1Man-ChungYue2Jose´Blanchet3DanielKuhn1VietAnhNguyen34Abstractabsenceofmeaningfuldatatotuneanyparameters.How-ever,...
by Domain Adaptation Robust Sequential
2023-11-16 19:41:451900756.21 KB14
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First-Order Methods for Wasserstein Distributionally Robust MDP
First-OrderMethodsforWassersteinDistributionallyRobustMDPsJulienGrand-Cle´ment1ChristianKroer1Abstractpolicies,astheyoptimizeonlyfortheworst-casekernelre-alization,withoutincorporatingdistribution...
for Methods Robust Wasserstein Distributionally
2023-11-16 18:38:127522.5 MB8
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Fundamental Tradeoffs in Distributionally Adversarial Training
FundamentalTradeoffsinDistributionallyAdversarialTrainingMohammadMehrabi1AdelJavanmard1RyanA.Rossi2AnupB.Rao2TungMai2Abstractperformance,andhavebeendeployedinamultitudeofap-plicationsdomainsranging...
Adversarial in Tradeoffs Training Distributionally
2023-11-16 18:37:55982747.9 KB24
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Distributionally Robust Optimization with Markovian Data
DistributionallyRobustOptimizationwithMarkovianDataMengmengLi1TobiasSutter1DanielKuhn1Abstractrespondingtothetrainingsamplesandsolvestheresultingempiricalriskminimizationproblem(Shapiroetal.,2014)....
Optimization with Data Robust Distributionally
2023-11-16 18:30:48893936.36 KB16
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Active Learning for Distributionally Robust Level-Set Estimation
ActiveLearningforDistributionallyRobustLevel-SetEstimationYuInatsu1ShogoIwazaki1IchiroTakeuchi12Abstractvironmentalvariables.Thedesignvariablesarecompletelycontrollable,whereasenvironmentalvariable...
Learning Active for Robust Estimation
2023-11-16 18:00:23717486.38 KB24
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Principled learning method for Wasserstein Distributionally robust optimization with local perturbations
PrincipledLearningMethodforWassersteinDistributionallyRobustOptimizationwithLocalPerturbationsYongchanKwon1WonyoungKim2Joong-HoWon2MyungheeChoPaik2Abstractsothecomputationoftheriskin(1)isimpossible...
Learning for Robust Method Wasserstein
2023-11-14 21:45:551300549.69 KB21
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FormulaZero Distributionally Robust Online Adaptation via Offline Population Synthesis
FormulaZero:DistributionallyRobustOnlineAdaptationviaOfﬂinePopulationSynthesisAmanSinha1MatthewO’Kelly2HongruiZheng2RahulMangharam2JohnDuchi1RussTedrake3Abstractdel’Automobile,2019).Empirically,...
Online Adaptation via Robust Distributionally
2023-11-14 21:44:1518394.23 MB23
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Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits
DistributionallyRobustPolicyEvaluationandLearninginOfﬂineContextualBanditsNianSi1FanZhang1ZhengyuanZhou2JoseBlanchet1Abstractnomenonintheseapplications,canbeintelligentlyexploitedtoachievebetterou...
Learning and Robust in Evaluation
2023-11-14 21:43:518461.35 MB3
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Does Distributionally Robust Supervised Learning Give Robust Classifiers
DoesDistributionallyRobustSupervisedLearningGiveRobustClassiﬁers?WeihuaHu12GangNiu2IsseiSato12MasashiSugiyama21AbstractDistributionallyRobustSupervisedLearning(DRSL)isapromisingparadigmtotacklethi...
Learning Robust Supervised Classifiers Does
2023-11-13 11:59:291298249.36 KB3
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