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Mohsen Bayati

Learning to Recommend Using Non-Uniform Data

Oct 21, 2021
Wanning Chen, Mohsen Bayati

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The Randomized Elliptical Potential Lemma with an Application to Linear Thompson Sampling

Feb 16, 2021
Nima Hamidi, Mohsen Bayati

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On Worst-case Regret of Linear Thompson Sampling

Jun 11, 2020
Nima Hamidi, Mohsen Bayati

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A General Framework to Analyze Stochastic Linear Bandit

Feb 12, 2020
Nima Hamidi, Mohsen Bayati

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On Low-rank Trace Regression under General Sampling Distribution

Apr 18, 2019
Nima Hamidi, Mohsen Bayati

* 21 pages

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Mostly Exploration-Free Algorithms for Contextual Bandits

Oct 02, 2018
Hamsa Bastani, Mohsen Bayati, Khashayar Khosravi

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* 61 Pages, 7 Figures

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