Publications

Browse or search publications from Stanford GSB faculty.

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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.

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