Selected Publications

Biblio Author: Simchi-Levi D

2024

Chen X, Simchi-Levi D, Wang Y

2024

Utility Fairness in Contextual Dynamic Pricing with Demand Learning

Management Science
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

Ai R, Simchi-Levi D, Zhu F

2024

Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition

NeurIPS
2024

Hu H, Qian J, Simchi-Levi D

2024

Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff

NeurIPS
2024

Simchi-Levi D, Wang C

2024

Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference

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
2024

Simchi-Levi D, Wang C

2024

Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk

Management Science
2023

Basar T, Mao W, Simchi-Levi D, Zhang K, Zhu R

2023

Model-Free Non-Stationary Reinforcement Learning: Near-Optimal Regret and Applications in Multi-Agent Reinforcement Learning and Inventory Control

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