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

Simchi-Levi D., Zheng Z., Zhu F.. 2023. Offline Planning and Online Learning under Recovering Rewards.. Management Science.
Simchi-Levi D., Sun R., Wang X.. 2023. Online Matching with Bayesian Rewards. Operations Research.
Cheung W.C, Simchi-Levi D., Zhu R.. 2023. Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism. To appear in Management Science.
Chen X., Ma W., Simchi-Levi D.. 2023. Assortment Planning for Recommendations at Checkout under Inventory Constraints. To appear in Mathematics of Operations Research.
Talwai P., Shameli A., Simchi-Levi D.. 2022. Sobolev Norm Learning Rates for Conditional Mean Embeddings. AISTATS 2022.
Li H., D S-L, Sun R., Wu M.X, Fux V., Gellert T., Greiner T., Taverna A.. 2022. Large-Scale Price Optimization for an Online Fashion Retailer. In Babich, V., Birge, J.R., Hilary, G. (eds) Innovative Technology at the Interface of Finance and Operations..
Qin H., Simchi-Levi D., Ferer R., Mays J., Merriam K., Forrester M., Hamrick A.. 2022. Trading Safety Stock for Service Response Time in Inventory Positioning. To appear in Production and Operations Management Special Issue in celebrdation of POMs 30 years.
Gong X., Simchi-Levi D.. 2022. Bandits atop Reinforcement Learning: Tackling Online Inventory Models with Cyclic Demands. To appear in Management Science.
Simchi-Levi D., Zheng Z., Zhu F.. 2022. A Simple and Optimal Policy Design with Safety against Heavy-tailed Risk for Multi-armed Bandits. To appear in NeurIPS 2022.
Hu Y., Simchi-Levi D., Yan Z.. 2022. Learning Mixed Multinomial Logits with Provable Guarantees. To appear in NeurIPS 2022.

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