Следене
Vishal Gupta
Vishal Gupta
Marshall School of Business, USC
Потвърден имейл адрес: usc.edu - Начална страница
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Позовавания
Позовавания
Година
Data-driven robust optimization
D Bertsimas, V Gupta, N Kallus
Mathematical Programming Series A, 2017
7162017
Robust SAA
D Bertsimas, V Gupta, N Kallus
Mathematical Programming, 1-66, 2014
276*2014
Data-driven estimation in equilibrium using inverse optimization
D Bertsimas, V Gupta, IC Paschalidis
Mathematical Programming 153, 595-633, 2015
2062015
Inverse optimization: A new perspective on the Black-Litterman model
D Bertsimas, V Gupta, IC Paschalidis
Operations Research 60 (6), 1389-1403, 2012
1582012
Efficient and targeted COVID-19 border testing via reinforcement learning
H Bastani, K Drakopoulos, V Gupta, I Vlachogiannis, ...
Nature 599 (7883), 108-113, 2021
1042021
The value of personalized pricing
AN Elmachtoub, V Gupta, ML Hamilton
Management Science 67 (10), 6055-6070, 2021
1022021
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
692019
Small-data, large-scale linear optimization with uncertain objectives
V Gupta, P Rusmevichientong
Management Science 67 (1), 220-241, 2021
502021
Data pooling in stochastic optimization
V Gupta, N Kallus
Management Science 68 (3), 1595-1615, 2022
362022
Maximizing intervention effectiveness
V Gupta, BR Han, SH Kim, H Paek
Management Science 66 (12), 5576-5598, 2020
312020
Debiasing in-sample policy performance for small-data, large-scale optimization
V Gupta, M Huang, P Rusmevichientong
Operations Research 72 (2), 848-870, 2024
232024
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
82014
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
62015
Balanced off-policy evaluation for personalized pricing
A Elmachtoub, V Gupta, Y Zhao
International Conference on Artificial Intelligence and Statistics, 10901-10917, 2023
32023
Learning Best-in-Class Policies for the Predict-then-Optimize Framework
M Huang, V Gupta
arXiv preprint arXiv:2402.03256, 2024
12024
Decision-Aware Denoising
V Gupta, M Huang, P Rusmevichientong
Available at SSRN 4714305, 2024
12024
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
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Статии 1–20