Concepedia

Vishal Gupta

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Publications

14

Citations

1.4K

H-Index

11

Active since

2012

Affiliations

University of Southern California(Current)

Massachusetts Institute of Technology

Cornell University

Boston University

Vishal Gupta is an author at University of Southern California specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceComputer ScienceData ScienceOperations ResearchMathematical ProgrammingUncertainty QuantificationMachine LearningSystems Engineering

Publications per year

2012–2021

14

Publications

14

Data-driven robust optimization

Dimitris Bertsimas, Vishal Gupta, Nathan Kallus · Mathematical Programming · 2017 · 575 citations

Data-driven Optimization, Engineering, Machine Learning +6

Robust sample average approximation

Dimitris Bertsimas, Vishal Gupta, Nathan Kallus · Mathematical Programming · 2017 · 241 citations

Engineering, Robust Statistic, Robust Statistics +5

Data-driven estimation in equilibrium using inverse optimization

Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis · Mathematical Programming · 2014 · 160 citations · Full text

Parameter Estimation, Data-driven Optimization, Engineering +6

Inverse Optimization: A New Perspective on the Black-Litterman Model

Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis · Operations Research · 2012 · 114 citations · Full text

Mathematical Programming, Asset Allocation, Portfolio Management +17

Efficient and targeted COVID-19 border testing via reinforcement learning

Hamsa Bastani, Kimon Drakopoulos, Vishal Gupta et al. · Nature · 2021 · 96 citations · Full text

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