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Mohsen Bayati

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Causal Message Passing: A Method for Experiments with Unknown and General Network Interference

Nov 14, 2023
Sadegh Shirani, Mohsen Bayati

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Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits

Jun 26, 2023
Yuwei Luo, Mohsen Bayati

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Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms

Oct 01, 2022
Mohsen Bayati, Junyu Cao, Wanning Chen

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Thompson Sampling Efficiently Learns to Control Diffusion Processes

Jun 20, 2022
Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati

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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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Optimal and Greedy Algorithms for Multi-Armed Bandits with Many Arms

Feb 24, 2020
Mohsen Bayati, Nima Hamidi, Ramesh Johari, Khashayar Khosravi

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A General Framework to Analyze Stochastic Linear Bandit

Feb 12, 2020
Nima Hamidi, Mohsen Bayati

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Optimal Experimental Design for Staggered Rollouts

Nov 09, 2019
Ruoxuan Xiong, Susan Athey, Mohsen Bayati, Guido Imbens

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