Inventory Balancing with Online Learning

Mostly Exploration-Free Algorithms for Contextual Bandits

(2020) Hamsa Bastani et al.   MANAGEMENT SCIENCE

Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-Dependent Competitive Ratios

(2020) Will Ma et al.   OPERATIONS RESEARCH

Online Network Revenue Management Using Thompson Sampling

(2018) Kris Johnson Ferreira et al.   OPERATIONS RESEARCH

Optimal Advance Scheduling

(2015) Van-Anh Truong   MANAGEMENT SCIENCE

Real-Time Optimization of Personalized Assortments

(2014) Negin Golrezaei et al.   MANAGEMENT SCIENCE

Close the Gaps: A Learning-While-Doing Algorithm for Single-Product Revenue Management Problems

(2014) Zizhuo Wang et al.   OPERATIONS RESEARCH

Appointment Scheduling Under Patient Preference and No-Show Behavior

(2014) Jacob Feldman et al.   OPERATIONS RESEARCH

Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems

(2014) David R. Karger et al.   OPERATIONS RESEARCH

Blind Network Revenue Management

(2012) Omar Besbes et al.   OPERATIONS RESEARCH

When LP Is the Cure for Your Matching Woes: Improved Bounds for Stochastic Matchings

(2011) Nikhil Bansal et al.   ALGORITHMICA

On the Minimax Complexity of Pricing in a Changing Environment

(2011) Omar Besbes et al.   OPERATIONS RESEARCH

Toward Robust Revenue Management: Competitive Analysis of Online Booking

(2009) Michael O. Ball et al.   OPERATIONS RESEARCH

Dynamic Pricing Without Knowing the Demand Function: Risk Bounds and Near-Optimal Algorithms

(2009) Omar Besbes et al.   OPERATIONS RESEARCH

Exploration–exploitation tradeoff using variance estimates in multi-armed bandits

(2009) Jean-Yves Audibert et al.   THEORETICAL COMPUTER SCIENCE

Data Set—Choice-Based Revenue Management: Data from a Major Hotel Chain

(2008) Tudor Bodea et al.   M&SOM-Manufacturing & Service Operations Management