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Selected Publications
Biblio Author:
Zheng Z
2024
Simchi-Levi D
,
Zheng Z
,
Zhu F
2024
On Greedy-like Policies in Online Matching with Reusable Network Resources and Decaying Rewards
Management Science
2024
Simchi-Levi D
,
Zheng Z
,
Zhu F
2024
A Simple and Optimal Policy Design with Safety against Heavy-tailed Risk for Stochastic Bandits
Management Science
2023
Simchi-Levi D
,
Zheng Z
,
Zhu F
2023
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk
NeurIPS 2023 Spotlight (top 3%)
2023
Simchi-Levi D
,
Wang C
,
Zheng Z
2023
Non-stationary Experimental Design under Linear Trends
NeurIPS
2023
Simchi-Levi D
,
Zheng Z
,
Zhu F
2023
Offline Planning and Online Learning under Recovering Rewards
Management Science
2022
Simchi-Levi D
,
Zheng Z
,
Zhu F
2022
A Simple and Optimal Policy Design with Safety against Heavy-tailed Risk for Multi-armed Bandits
NeurIPS 2022
2021
Simchi-Levi D
,
Zheng Z
,
Zhu F
2021
Dynamic Planning and Learning under Recovering Rewards
ICML 2021
