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Vishal Gupta

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Learning Best-in-Class Policies for the Predict-then-Optimize Framework

Feb 09, 2024
Michael Huang, Vishal Gupta

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Balanced Off-Policy Evaluation for Personalized Pricing

Feb 24, 2023
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao

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ETA Prediction with Graph Neural Networks in Google Maps

Aug 25, 2021
Austin Derrow-Pinion, Jennifer She, David Wong, Oliver Lange, Todd Hester, Luis Perez, Marc Nunkesser, Seongjae Lee, Xueying Guo, Brett Wiltshire, Peter W. Battaglia, Vishal Gupta, Ang Li, Zhongwen Xu, Alvaro Sanchez-Gonzalez, Yujia Li, Petar Veličković

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Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization

Jul 28, 2021
Vishal Gupta, Michael Huang, Paat Rusmevichientong

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Balance Regularized Neural Network Models for Causal Effect Estimation

Nov 23, 2020
Mehrdad Farajtabar, Andrew Lee, Yuanjian Feng, Vishal Gupta, Peter Dolan, Harish Chandran, Martin Szummer

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Data-Pooling in Stochastic Optimization

Jun 01, 2019
Vishal Gupta, Nathan Kallus

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A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation

May 21, 2014
Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Mišić, Robert Moss

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