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Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling
UnderstandingtheCurseofHorizoninOff-PolicyEvaluationviaConditionalImportanceSamplingYaoLiu1Pierre-LucBacon2EmmaBrunskill1Abstractincreasinginterestindevelopingaccurateandefﬁcientalgo-rithmsforoff-...
of the in Off-Policy Understanding
2023-11-14 21:46:541892287.9 KB23
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Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness
CurseofDimensionalityonRandomizedSmoothingforCertiﬁableRobustnessAounonKumar1AlexanderLevine1TomGoldstein1SoheilFeizi1AbstractbasedmethodssuchasFGSM(Goodfellowetal.,2015)andprojectedgradientdescen...
of for on Dimensionality Randomized
2023-11-14 21:43:411388668.4 KB7
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Breaking the Curse of Space Explosion Towards Efficient NAS with Curriculum Search
BreakingtheCurseofSpaceExplosion:TowardsEffcientNASwithCurriculumSearchYongGuo1YaofoChen12YinZheng3PeilinZhao4JianChen15JunzhouHuang4MingkuiTan1AbstractStandardNASwithNASwithcurriculumsearchfixedse...
of the Breaking Space Towards
2023-11-14 21:43:211678760.6 KB22
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Breaking the Curse of Many Agents Provable Mean Embedding $Q$-Iteration for Mean-Field Reinforcement Learning
BreakingtheCurseofManyAgents:ProvableMeanEmbeddingQ-IterationforMean-FieldReinforcementLearningLingxiaoWang1ZhuoranYang2ZhaoranWang1Abstract1998;Dzˇeroskietal.,2001;Guestrinetal.,2002;Karetal.,201...
of the Breaking Provable Agents
2023-11-14 21:43:20519324.63 KB24
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Nonparametric Regression with Comparisons Escaping the Curse of Dimensionality with Ordinal Information
NonparametricRegressionwithComparisons:EscapingtheCurseofDimensionalitywithOrdinalInformationYichongXu1HariankMuthakana1SivaramanBalakrishnan2ArturDubrawski3AartiSingh1AbstractRd×R,invarioustaskso...
with Regression the Nonparametric Comparisons
2023-11-13 12:00:165133.97 MB28
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Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling

Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness

Breaking the Curse of Space Explosion Towards Efficient NAS with Curriculum Search

Breaking the Curse of Many Agents Provable Mean Embedding $Q$-Iteration for Mean-Field Reinforcement Learning

Nonparametric Regression with Comparisons Escaping the Curse of Dimensionality with Ordinal Information