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2025
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2025
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2025
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2025
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2025
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2024
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2024
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2024
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2024
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2024
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2024
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2024
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2024
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2024
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20242024
Efficient Cloud Server Deployment Under Demand Uncertainty
Manufacturing and Service Operations Management -
2024
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2024
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20232023
Assortment Planning for Recommendations at Checkout under Inventory Constraints
To appear in Mathematics of Operations Research -
20232023
Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism
To appear in Management Science -
2023
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2023
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2023
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20232023
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk
NeurIPS 2023 Spotlight (top 3%) -
2023
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2022
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20222022
Estimating and Exploiting the Impact of Photo Layout: A Structural Approach
To appear in Management Science -
20222022
A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility
To appear in Operations Research -
2022
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2022
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20222022
Calibrating Sales Forecast in a Pandemic Using Competitive Online Non-Parametric Regression
To appear in Management Science -
2022
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2022
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2022
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20222022
A Simple and Optimal Policy Design with Safety against Heavy-tailed Risk for Multi-armed Bandits
To appear in NeurIPS 2022 -
20222022
Bandits atop Reinforcement Learning: Tackling Online Inventory Models with Cyclic Demands
To appear in Management Science -
20222022
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 -
20222022
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. -
2022
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20212021
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability
To appear in Mathematics of Operations Research -
2021
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2021
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2021
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2021
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2021
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20212021
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning
To appear in Management Science -
20212021
Reaping the Benefits of Bundling under High Production Costs
To appear in Proceedings of the 24nd International Conference on Artificial Intelligence and Statistics, AISTATS -
20212021
Data-Driven Approximation Schemes for Joint Pricing and Inventory Control Models
To appear in Management Science -
20212021
Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information
To appear in Management Science -
20212021
Online Learning and Optimization for Revenue Management Problems with Add-on Discounts
To appear in Management Science -
2021
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2021
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20212021
Online Pricing with Offline Data: Phase Transition and Inverse Square Law
To appear in Management Science -
20212021
Distributionally Robust Linear and Discrete Optimization with Marginals
To appear in Operations Research -
2021
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20202020
Dynamic Inventory Allocation with Demand Learning for Seasonal Goods
Production and Operations Management(Special Issue to Honor Professor Hau Lee, Editor Christopher S Tang) -
2020
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2020
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20202020
Shrinking the Upper Confidence Bound: A Dynamic Product Selection Problem for Urban Warehouses
To appear in Management Science -
20202020
A Statistical Learning Approach to Personalization in Revenue Management
To appear in Management Science -
20202020
On Policies for Single-leg Revenue Management with Limited Demand Information
To appear in Operations Research -
2020
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2020
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20202020
Management Science: The Legacy of the Past and Challenge of the Future
To appear in Management Science -
2020
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20192019
Tight Weight-dependent Competitive Ratios for Online Edge-weighted Bipartite Matching and Beyond
ACM conference on Economics and computation – EC727-728 -
2019
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20192019
Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-dependent Competitive Ratios
To appear in Operations Research -
2019
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2019
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20192019
Learning to Optimize under Non-Stationarity
In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019 -
20182018
Constraint Generation for Two-Stage Robust Network Flow Problem
INFORMS Journal on Optimization1(1) -
20182018
Disruption Risk Mitigation in Supply Chains – The Risk Exposure Index Revisited
Operations Research64(3) -
20182018
Sampling-based Approximation Schemes for Capacitated Stochastic Inventory Control Models
Mathematics of Operations Research44(2) -
2018
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2018
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2018
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20182018
Increasing Supply Chain Robustness Through Process Flexibility and Inventory
Production and Operations Management27(8) -
20182018
Powering Retailers Digitization Through Analytics and Automation
Special Issue of International Journal of Production Research, dedicated to 55 Best Scholars in Production Research for the 55th Volume Anniversary of UPR56(1-2) -
2017
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20172017
Dynamic Pricing and Demand Learning with Limited Price Experimentation
Operations Research65(6) -
2017
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20162016
Analyzing Process Flexibility: A Distribution-free Approach with Partial Expectations
Operations Research Letters44(3) -
20162016
Analytics for an Online Retailer: Demand Forecasting and Price Optimization
Manufacturing and Service Operations Management18(1) -
2015
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20152015
Optimal Expediting Policies for a Serial Inventory System with Stochastic Lead Time
Production and Operations Management24(10) -
2014
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20142014
Fully Polynomial Time Approximation Schemes for Stochastic Dynamic Programs
SIAM Journal on Discrete Mathematics28(4) -
20142014
Stable and Coordinating Contracts for a Supply Chain with Multiple Risk-Averse Suppliers
Production and Operations Management23(3) -
20142014
Communications Network Design Models
Handbook of Graph Theory, J.L. Gross, J. Yellen and P. Zhang eds., CRC Press -
20142014
Dynamic inventory control with limited capital and short-term financing
Naval Research Logistics61(3) -
20142014
OM Research: From Problem Driven to Data Driven Research
Manufacturing and Service Operations Management16(1) -
2014
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20142014
From Superstorms to Factory Fires: Managing Unpredictable Supply Chain Disruptions
Harvard Business ReviewJanuary-February 2014 -
2013
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20132013
A Game Theoretic Model of International Influenza Vaccination Coordination
Management Science52 -
2013
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20132013
On the Unimodality of the Profit Function of the Pricing Newsvendor
Production and Operations Management22 -
20132013
Supplier-Buyer Negotiation Games: Equilibrium Conditions and Supply Chain Efficiency
Production and Operations Management22 -
20122012
Understanding the Performance of the Long Chain and Sparse Designs in Process Flexibility
Operations Research60 -
2012
News/Events
Awards
Papers, books, software authored or co-authored by Prof. Simchi-Levi that have won awards.
Executive Program in Supply Chain Management
A Two-Day Program for Senior Managers on Supply Chain Digitization and Strategy.
MIT Data Science Lab
Visit the Data Science Lab news, research, partners and upcoming events.
Events
Upcoming seminars and executive briefings