Publications

Research

(For ISI Citation, please note that some of Professor Simchi-Levi's papers are reported in ISI knowledge under "Simchi-Levi D*" and others under "Simchilevi D*".)

Visit David's Google Scholar Page.

Theory

Hu Y., Liu L., Simchi-Levi D., Yan Z.. 2024. Learning Mixed Multinomial Logits with Provable Guarantees and its Applications in Multi-product Pricing. Management Science.
Chen X., Simchi-Levi D., Wang Y.. 2024. Utility Fairness in Contextual Dynamic Pricing with Demand Learning. Management Science.
Qian J., Hu H., Simchi-Levi D.. 2024. Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff. NeurIPS.
Ai R., Simchi-Levi D., Zhu F.. 2024. Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition. NeurIPS.
Simchi-Levi D., Zheng Z., Zhu F.. 2024. On Greedy-like Policies in Online Matching with Reusable Network Resources and Decaying Rewards. Management Science.
Simchi-Levi D., Wang C.. 2024. Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk. Management Science.
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.
Simchi-Levi D., Wang C.. 2024. Multi-armed Bandit Experimental Design: On- line Decision-making and Adaptive Inference. Management Science.
Mao W., Zhang K., Zhu R., Simchi-Levi D., Basar T.. 2023. Model-Free Non-Stationary Reinforcement Learning: Near-Optimal Regret and Applications in Multi-Agent Reinforcement Learning and Inventory Control. Management Science.
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%).

Application

Supply Chain Best Practice

Ma W., Simchi-Levi D.. 2019. Tight Weight-dependent Competitive Ratios for Online Edge-weighted Bipartite Matching and Beyond. ACM conference on Economics and computation - EC. :727-728.
Simchi-Levi D.. 2011. Operations Rules: How to Mitigate Risk Based on Business Objectives. The European Business Review.
Simchi-Levi D.. 2011. Greening the Global Supply Chain. Our Common Future. Conference summary report.
Focacci F., Simchi-Levi D.. 2009. Focus on Flexibility. Manufacturing Chemist. February 2009
Focadci F., Simchi-Levi D.. 2009. Flexibility: A Critical Factor in Today's Pharmaceutical Manufacturing Industry. Innovation in Pharmaceutical Technology. September 2009