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06/15/2023
Optimal Best-Arm Identification in Bandits with Access to Offline Data
Learning paradigms based purely on offline data as well as those based s...
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02/07/2021
Regret Minimization in Heavy-Tailed Bandits
We revisit the classic regret-minimization problem in the stochastic mul...
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08/17/2020
Optimal Best-Arm Identification Methods for Tail-Risk Measures
Conditional value-at-risk (CVaR) and value-at-risk (VaR) are popular tai...
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08/11/2020
City-Scale Agent-Based Simulators for the Study of Non-Pharmaceutical Interventions in the Context of the COVID-19 Epidemic
We highlight the usefulness of city-scale agent-based simulators in stud...
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08/24/2019