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2024 Publications

2024

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

Management Science
2024

Bayesian Mechanism Design for Blockchain Transaction Fee Allocation

Operations Research
2024

Blind Network Revenue Management and Bandits with Knapsacks under Limited Switches

Operations Research
2024

Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition

NeurIPS
2024

Efficient Cloud Server Deployment Under Demand Uncertainty

Manufacturing and Service Operations Management
2024

How Generative AI Improves Supply Chain Management

Harvard Business Review
2024

Learning Mixed Multinomial Logits with Provable Guarantees and its Applications in Multi-product Pricing

Management Science
- Simchi-Levi D
- Wang C
2024

Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference

Management Science
2024

Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff

NeurIPS
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
2024

Utility Fairness in Contextual Dynamic Pricing with Demand Learning

Management Science

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