Selected Publications

Biblio Author: Simchi-Levi D

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
2022

Gong X, Simchi-Levi D

2022

Bandits atop Reinforcement Learning: Tackling Online Inventory Models with Cyclic Demands

Management Science
2022

Ferer R, Forrester M, Hamrick A, Mays J, Merriam K, Qin H, Simchi-Levi D

2022

Trading Safety Stock for Service Response Time in Inventory Positioning

Production and Operations Management
2022

Simchi-Levi D, Sun R, Wu MXiao, Zhu R

2022

Calibrating Sales Forecast in a Pandemic Using Competitive Online Non-Parametric Regression

Management Science
2022

Simchi-Levi D, Xu Y

2022

Phase Transitions in Bandits with Switching Constraints

Management Science
2022

Foster D, Krishnamurthy A, Simchi-Levi D, Xu Y

2022

Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation

COLT 2022
2022

Li H, Simchi-Levi D, Wu M, Zhu W

2022

Estimating and Exploiting the Impact of Photo Layout: A Structural Approach

Management Science
2022

Bu J, Simchi-Levi D, Xu Y

2022

Online Pricing with Offline Data: Phase Transition and Inverse Square Law

Management Science
2022

Bojinov I, Simchi-Levi D, Zhao J

2022

Design and Analysis of Switchback Experiments

Management Science
2022

Shameli A, Simchi-Levi D, Talwai P

2022

Sobolev Norm Learning Rates for Conditional Mean Embeddings

AISTAT 2022