Publications

Information Sale and Competition

Kostas Bimpikis, Davide Crapis, Alireza Tahbaz-Salehi

Management Science June2019 Vol. 65 Issue 6 Pages 2646-2664.

Spatial Pricing in Ridesharing Networks

Kostas Bimpikis, Ozan Candogan, Daniela Saban

Operations Research May32019 Vol. 67 Issue 3 Pages 599-904.

Augmenting Pre-Analysis Plans with Machine Learning

Jens Ludwig, Sendhil Mullainathan, Jann Spiess

American Economic Association May2019 Vol. 109 Pages 71-76.

Dynamic Mechanism Design with Budget-Constrained Buyers Under Limited Commitment

Santiago Balseiro, Omar Besbes, Gabriel Weintraub

Operations Research May2019 Vol. 67 Issue 3 Pages 711-730.

Ensemble Methods for Causal Effects in Panel Data Settings

Susan Athey, Mohsen Bayati, Guido W. Imbens, Zhaonan Qu

American Economic Review Papers and Proceedings May2019 Vol. 109 Pages 65-70.

Leveraging Blockchain for Value Chain Innovation

Hau L. Lee, Haim Mendelson, Barchi Gillai

Value Chain Innovation Initiative May2019

Optimized Regression Discontinuity Designs

Guido W. Imbens, Stefan Wager

Review of Economics & Statistics May2019 Vol. 101 Issue 2 Pages 264-278.

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.