Selected Publications

Biblio Author: Simchi-Levi D

2021

Bu J, Simchi-Levi D, Wang L

2021

Offline Pricing and Demand Learning with Censored Data

Management Science
2021

Chen L, Ma W, Natarajan K, Simchi-Levi D, Yan Z

2021

Distributionally Robust Linear and Discrete Optimization with Marginals

Operations Research
2021

Cheung W. C., Ma W, Simchi-Levi D, Wang X

2021

Inventory Balancing with Online Learning

Management Science
2021

Simchi-Levi D, Sun R, Zhang H

2021

Online Learning and Optimization for Revenue Management Problems with Add-on Discounts

Management Science
2021

Chen B, Simchi-Levi D, Wang Y, Zhou Y

2021

Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Management Science
2021

Qin H, Simchi-Levi D, Wang L

2021

Data-Driven Approximation Schemes for Joint Pricing and Inventory Control Models

Management Science
2021

Simchi-Levi D, Xu Y

2021

Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability

Mathematics of Operations Research
2021

Simchi-Levi D, Zheng Z, Zhu F

2021

Dynamic Planning and Learning under Recovering Rewards

ICML 2021
2021

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

2021

Is Model-Free Learning Nearly Optimal for Non-Stationary RL?

ICML 2021
2021

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

2021

Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective

COLT 2021