Data-driven robust optimization D Bertsimas, V Gupta, N Kallus Mathematical Programming Series A, 2017 | 717 | 2017 |
Robust SAA D Bertsimas, V Gupta, N Kallus Mathematical Programming, 1-66, 2014 | 277* | 2014 |
Data-driven estimation in equilibrium using inverse optimization D Bertsimas, V Gupta, IC Paschalidis Mathematical Programming 153, 595-633, 2015 | 207 | 2015 |
Inverse optimization: A new perspective on the Black-Litterman model D Bertsimas, V Gupta, IC Paschalidis Operations Research 60 (6), 1389-1403, 2012 | 158 | 2012 |
Efficient and targeted COVID-19 border testing via reinforcement learning H Bastani, K Drakopoulos, V Gupta, I Vlachogiannis, ... Nature 599 (7883), 108-113, 2021 | 104 | 2021 |
The value of personalized pricing AN Elmachtoub, V Gupta, ML Hamilton Management Science 67 (10), 6055-6070, 2021 | 102 | 2021 |
A comparison of Monte Carlo tree search and mathematical optimization for large scale dynamic resource allocation D Bertsimas, JD Griffith, V Gupta, MJ Kochenderfer, VV Mišić, R Moss European Journal of Operations Research 263 (2), 664-678, 2017 | 83* | 2017 |
Near-optimal Bayesian ambiguity sets for distributionally robust optimization V Gupta Management Science 65 (9), 4242-4260, 2019 | 70 | 2019 |
Small-data, large-scale linear optimization with uncertain objectives V Gupta, P Rusmevichientong Management Science 67 (1), 220-241, 2021 | 50 | 2021 |
Data pooling in stochastic optimization V Gupta, N Kallus Management Science 68 (3), 1595-1615, 2022 | 36 | 2022 |
Maximizing intervention effectiveness V Gupta, BR Han, SH Kim, H Paek Management Science 66 (12), 5576-5598, 2020 | 31 | 2020 |
Debiasing in-sample policy performance for small-data, large-scale optimization V Gupta, M Huang, P Rusmevichientong Operations Research 72 (2), 848-870, 2024 | 23 | 2024 |
Interpretable OR for High-Stakes Decisions: Designing the Greek COVID-19 Testing System H Bastani, K Drakopoulos, V Gupta Available at SSRN 3916367, 2021 | 11* | 2021 |
Data-driven models for uncertainty and behavior V Gupta Massachusetts Institute of Technology, 2014 | 8 | 2014 |
A course on advanced software tools for operations research and analytics I Dunning, V Gupta, A King, J Kung, M Lubin, J Silberholz INFORMS Transactions on Education 15 (2), 169-179, 2015 | 6 | 2015 |
Balanced off-policy evaluation for personalized pricing A Elmachtoub, V Gupta, Y Zhao International Conference on Artificial Intelligence and Statistics, 10901-10917, 2023 | 3 | 2023 |
Learning Best-in-Class Policies for the Predict-then-Optimize Framework M Huang, V Gupta arXiv preprint arXiv:2402.03256, 2024 | 1 | 2024 |
Decision-Aware Denoising V Gupta, M Huang, P Rusmevichientong Available at SSRN 4714305, 2024 | 1 | 2024 |
Optimization in the Small-Data, Large-Scale Regime V Gupta The Elements of Joint Learning and Optimization in Operations Management …, 2022 | | 2022 |
Simplifying the Analysis of the Stein-Correction in the Small-Data, Large-Scale Optimization Regime V Gupta, M Huang, P Rusmevichientong | | |