Publications

Testing by Competitors in Enforcement of Product Standards

Erica Plambeck, Terry A. Taylor

Management Science April2019 Vol. 65 Issue 4 Pages 1455-1947.

Designing Dynamic Contests

Kostas Bimpikis, Shayan Ehsani, Mohamed Mostagir

Operations Research March182019 Vol. 67 Issue 2 Pages 295-597.

Big Data and Discrimination

Jann Spiess, Talia Gillis

The University of Chicago Law Review March2019 Vol. 86 Issue 2 Pages 459-487.

Evidence of Upcoding in Pay-for-Performance Programs

Hamsa Bastani, Joel Goh, Mohsen Bayati

Management Science March2019 Vol. 65 Issue 3 Pages 1042–1060.

Learning and Hierarchies in Service Systems

Kostas Bimpikis, Mihalis Markakis

Management Science March2019 Vol. 65 Issue 3 Pages 1268-1285.

Cournot Competition in Networked Markets

Kostas Bimpikis, Shayan Ehsani, Rahmi Ilkilic

Management Science February12019 Vol. 65 Issue 6 Pages 2445-2945.

Scalable Approximations for Generalized Linear Problems

Mohsen Bayati, Murat Erdogdu, Lee H. Dicker

Journal of Machine Learning February2019 Vol. 20 Issue 7 Pages 1-45.

A Continuous-class Queueing Model With Proportional Hazards-based Routing

Neal Master, Martin I. Reiman, Can Wang, Lawrence M. Wein

Submitted for Publication 2019

Generalized Random Forests

Susan Athey, Julie Tibshirani, Stefan Wager

Annals of Statistics 2019 Vol. 47 Issue 2 Pages 1148–1178.

Learning in Repeated Auctions with Budgets: Regret Minimization and Equilibrium

Santiago Balseiro, Yonatan Gur

Management Science 2019 Vol. 65 Issue 9 Pages 3952-3968.

Optimal Exploration-Exploitation in a Multi-Armed Bandit Problem with Non-Stationary Rewards

Omar Besbes, Yonatan Gur, Assaf Zeevi

Stochastic Systems 2019 Vol. 9 Issue 4 Pages 319-337.

Value Chain Innovation: The Promise of AI

Hau L. Lee, Haim Mendelson, Sonali Rammohan, Lauren Blake

Value Chain Innovation Initiative October2018

Big Data and the Innovation Cycle

Hau L. Lee

Production and Operations Management September2018 Vol. 27 Issue 9 Pages 1642-1646.

Analyzing Approaches to the Backlog of Untested Sexual Assault Kits in the U.S.A.

Lawrence M. Wein, Can Wang

Journal of Forensic Science July2018 Vol. 63 Issue 4 Pages 1110-1121.

Multi-sourcing and Miscoordination in Supply Chain Networks

Kostas Bimpikis, Douglas Fearing, Alireza Tahbaz-Salehi

Operations Research (forthcoming) July2018

Private sequential learning

John Tsitsiklis, Kuang Xu, Zhi Xu

Proceedings of Conference on Learning Theory (COLT) Proceedings of Machine Learning Research July2018 Vol. 75

Reinforcement with fading memories

Kuang Xu, Se-Young Yun

Proceedings of ACM SIGMETRICS July2018

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Stefan Wager, Susan Athey

Journal of the American Statistical Association June62018 Vol. 113 Issue 523 Pages 1228–1242.

Inducing Exploration in Service Platforms

Kostas Bimpikis, Yiangos Papanastasiou

Sharing Economy: Making Supply Meet Demand (Book Chapter) June2018

OM Forum — Benchmarking Global Production Sourcing Decisions: Where and Why Firms Offshore and Reshore

Morris Cohen, Shiliang Cui, Ricardo Ernst, Arnd Huchzermeier, Panos Kouvelis, Hau L. Lee, Hirofumi Matsuo, Marc Steuber, Andy Tsay

Manufacturing & Service Operations Management May82018 Vol. 20 Issue 3 Pages 389-600.