引用次数
引用: 1,888
H-指数: 12
I10-指数 : 13
出版物: 21
The Value of Personalized Pricing
Adam N. Elmachtoub , Vishal Gupta , Michael L. Hamilton
Management Science
60
2021
A Course on Advanced Software Tools for Operations Research and Analytics
Iain Dunning , Vishal Gupta , Angela King , Jerry Kung
Informs Transactions on Education 15 ( 2) 169 -179
3
2015
Inverse Optimization: A New Perspective on the Black-Litterman Model
Dimitris Bertsimas , Vishal Gupta , Ioannis Ch. Paschalidis
Operations Research 60 ( 6) 1389 -1403
137
2012
Near-Optimal Bayesian Ambiguity Sets for Distributionally Robust Optimization
Vishal Gupta
Management Science 65 ( 9) 4242 -4260
19
2019
Maximizing Intervention Effectiveness
Vishal Gupta , Brian Rongqing Han , Song-Hee Kim , Hyung Paek
Management Science 66 ( 12) 5576 -5598
4
2020
Small-Data, Large-Scale Linear Optimization with Uncertain Objectives
Vishal Gupta , Paat Rusmevichientong
Management Science 67 ( 1) 220 -241
24
2021
Data-driven estimation in equilibrium using inverse optimization
Dimitris Bertsimas , Vishal Gupta , Ioannis Ch. Paschalidis
Mathematical Programming 153 ( 2) 595 -633
98
2015
Data-driven robust optimization
Dimitris Bertsimas , Vishal Gupta , Nathan Kallus
Mathematical Programming 167 ( 2) 235 -292
583
2018
Interpretable OR for High-Stakes Decisions: Designing the Greek COVID-19 Testing System
Hamsa Bastani , Kimon Drakopoulos , Vishal Gupta
Available at SSRN 3916367
2021
Data pooling in stochastic optimization
Vishal Gupta , Nathan Kallus
Management Science 68 ( 3) 1595 -1615
36
2022
A comparison of Monte Carlo tree search and mathematical optimization for large scale dynamic resource allocation
Dimitris Bertsimas , J Daniel Griffith , Vishal Gupta , Mykel J Kochenderfer
arXiv preprint arXiv:1405.5498
17
2014
Data-driven models for uncertainty and behavior
Vishal Gupta ,
Massachusetts Institute of Technology
8
2014
Efficient and targeted COVID-19 border testing via reinforcement learning
Hamsa Bastani , Kimon Drakopoulos , Vishal Gupta , Ioannis Vlachogiannis
Nature 599 ( 7883) 108 -113
103
2021
Balanced Off-Policy Evaluation for Personalized Pricing
Adam Elmachtoub , Vishal Gupta , Yunfan Zhao
International Conference on Artificial Intelligence and Statistics (AISTATS) 10901 -10917
3
2023
Debiasing in-sample policy performance for small-data, large-scale optimization
Vishal Gupta , Michael Huang , Paat Rusmevichientong
Operations Research 72 ( 2) 848 -870
23
2024
Decision-Aware Denoising
Vishal Gupta , Michael Huang , Paat Rusmevichientong
Available at SSRN 4714305
1
2024
Simplifying the Analysis of the Stein-Correction in the Small-Data, Large-Scale Optimization Regime
Vishal Gupta , Michael Huang , Paat Rusmevichientong
Robust SAA
Dimitris Bertsimas , Vishal Gupta , Nathan Kallus
Mathematical Programming 1 -66
277
2014
Learning Best-in-Class Policies for the Predict-then-Optimize Framework
Michael Huang , Vishal Gupta
arXiv preprint arXiv:2402.03256
1
2024
Optimization in the Small-Data, Large-Scale Regime
Vishal Gupta
Springer International Publishing 337 -361
2022
Dimitris Bertsimas Nathan Kallus Kimon Drakopoulos Hamsa Bastani Sotirios Tsiodras Pagona Lagiou Ioannis Ch. Paschalidis Paat Rusmevichientong Christos Hadjichristodoulou Velibor V. Mišić Dan Griffith Mykel J. Kochenderfer Adam N. Elmachtoub Robert J. Moss Michael Huang Michael L. Hamilton Brian Rongqing Han Song-Hee Kim John Silberholz Iain Dunning