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08/15/2023
Regret Lower Bounds in Multi-agent Multi-armed Bandit
Multi-armed Bandit motivates methods with provable upper bounds on regre...
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06/08/2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards
We study a decentralized multi-agent multi-armed bandit problem in which...
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12/01/2022
Pareto Regret Analyses in Multi-objective Multi-armed Bandit
We study Pareto optimality in multi-objective multi-armed bandit by prov...
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03/21/2022
GCF: Generalized Causal Forest for Heterogeneous Treatment Effect Estimation in Online Marketplace
Uplift modeling is a rapidly growing approach that utilizes machine lear...
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09/20/2020