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Julia Olkhovskaya

Improved Regret Bounds for Bandits with Expert Advice

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Jun 24, 2024
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Adversarial Contextual Bandits Go Kernelized

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Oct 02, 2023
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Kernelized Reinforcement Learning with Order Optimal Regret Bounds

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Jun 13, 2023
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First- and Second-Order Bounds for Adversarial Linear Contextual Bandits

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May 01, 2023
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Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits

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May 27, 2022
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Learning to maximize global influence from local observations

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Sep 24, 2021
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Online learning in MDPs with linear function approximation and bandit feedback

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Jul 03, 2020
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Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits

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Feb 01, 2020
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Online Influence Maximization with Local Observations

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May 28, 2018
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