Vishal Gupta

22 papers A* 1A 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization.
Oper. Res.
Vishal Gupta, Michael Huang, Paat Rusmevichientong
2024 A* conf
Decision-Focused Learning with Directional Gradients.
NeurIPS
Michael Huang, Vishal Gupta
2024 J jnl
Learning Best-in-Class Policies for the Predict-then-Optimize Framework.
CoRR
Michael Huang, Vishal Gupta
2023 A conf
Balanced Off-Policy Evaluation for Personalized Pricing.
AISTATS
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
2023 J jnl
Balanced Off-Policy Evaluation for Personalized Pricing.
CoRR
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
2022 J jnl
Data Pooling in Stochastic Optimization.
Manag. Sci.
Vishal Gupta, Nathan Kallus
2022 J jnl
Interpretable Operations Research for High-Stakes Decisions: Designing the Greek COVID-19 Testing System.
INFORMS J. Appl. Anal.
Hamsa Bastani, Kimon Drakopoulos, Vishal Gupta, Jon Vlachogiannis, Christos Hadjichristodoulou, Pagona Lagiou, Gkikas Magiorkinis, Dimitrios Paraskevis, Sotirios Tsiodras
2021 J jnl
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization.
CoRR
Vishal Gupta, Michael Huang, Paat Rusmevichientong
2021 J jnl
Efficient and targeted COVID-19 border testing via reinforcement learning.
Nat.
Hamsa Bastani, Kimon Drakopoulos, Vishal Gupta, Ioannis Vlachogiannis, Christos Hadjichristodoulou, Pagona Lagiou, Gkikas Magiorkinis, Dimitrios Paraskevis, Sotirios Tsiodras
2021 J jnl
Small-Data, Large-Scale Linear Optimization with Uncertain Objectives.
Manag. Sci.
Vishal Gupta, Paat Rusmevichientong
2021 J jnl
The Value of Personalized Pricing.
Manag. Sci.
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
2020 J jnl
Maximizing Intervention Effectiveness.
Manag. Sci.
Vishal Gupta, Brian Rongqing Han, Song-Hee Kim, Hyung Paek
2019 J jnl
Data-Pooling in Stochastic Optimization.
CoRR
Vishal Gupta, Nathan Kallus
2019 J jnl
Near-Optimal Bayesian Ambiguity Sets for Distributionally Robust Optimization.
Manag. Sci.
Vishal Gupta
2019 — conf
The Value of Personalized Pricing.
WINE
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
2018 J jnl
Data-driven robust optimization.
Math. Program.
Dimitris Bertsimas, Vishal Gupta, Nathan Kallus
2018 J jnl
Robust sample average approximation.
Math. Program.
Dimitris Bertsimas, Vishal Gupta, Nathan Kallus
2017 J jnl
A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems.
Eur. J. Oper. Res.
Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Misic
2015 J jnl
A Course on Advanced Software Tools for Operations Research and Analytics.
INFORMS Trans. Educ.
Iain Dunning, Vishal Gupta, Angela King, Jerry Kung, Miles Lubin, John Silberholz
2015 J jnl
Data-driven estimation in equilibrium using inverse optimization.
Math. Program.
Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis
2014 J jnl
A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation.
CoRR
Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Misic, Robert J. Moss
2012 J jnl
Inverse Optimization: A New Perspective on the Black-Litterman Model.
Oper. Res.
Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis