Selected Publications

Biblio Author: Simchi-Levi D

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
2023

Simchi-Levi D, Sun R, Wang X

2023

Online Matching with Bayesian Rewards

Operations Research
2022

Ledvina K, Qin H, Simchi-Levi D, Wei Y

2022

A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility
2023

Cheung W. C., Simchi-Levi D, Zhu R

2023

Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism

Management Science
2023

Chen X, Ma W, Simchi-Levi D, Xin L

2023

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Mathematics of Operations Research
2022

Ma W, Simchi-Levi D

2022

Constructing Demand Curves from a Single Observation of Bundle Sales

WINE 2022
2022

Bu J, Simchi-Levi D, Wang C

2022

Context-Based Dynamic Pricing with Partially Linear Demand Model

NeurIPS 2022
2022

Hu Y, Simchi-Levi D, Yan Z

2022

Learning Mixed Multinomial Logits with Provable Guarantees

NeurIPS 2022