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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

* To appear at CIKM 2021 (Applied Research Track). 10 pages, 4 figures 

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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

* Causal Discovery & Causality-Inspired Machine Learning Workshop at Neural Information Processing Systems, 2020 

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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

* 37 pages, 13 Figures 

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