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2022 Publications

2022

A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility
2022

A Simple and Optimal Policy Design with Safety against Heavy-tailed Risk for Multi-armed Bandits

NeurIPS 2022
- Gong X
- Simchi-Levi D
2022

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

Management Science
2022

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

Management Science
- Ma W
- Simchi-Levi D
2022

Constructing Demand Curves from a Single Observation of Bundle Sales

WINE 2022
2022

Context-Based Dynamic Pricing with Partially Linear Demand Model

NeurIPS 2022
2022

Design and Analysis of Switchback Experiments

Management Science
2022

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

Management Science
2022

Learning Mixed Multinomial Logits with Provable Guarantees

NeurIPS 2022
2022

Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation

COLT 2022
2022

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

Management Science

68

(
12
)
- Simchi-Levi D
- Xu Y
2022

Phase Transitions in Bandits with Switching Constraints

Management Science
2022

Sobolev Norm Learning Rates for Conditional Mean Embeddings

AISTAT 2022
2022

Trading Safety Stock for Service Response Time in Inventory Positioning

Production and Operations Management

(
Special Issue in celebration of POMs 30 years
)

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