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Vishal Gupta

Assistant Professor of Data Science & Operations
Building
BRI
Room / Office
401G

PhD, MIT; BA, Yale University

Vishal Gupta is an Assistant Professor in Data Sciences and Operations. Vishal completed his PhD in Operations Research from MIT, focusing on data-driven methods in optimization. He earned his BA in Mathematics and Philosophy from Yale University, graduating Magna Cum Laude with honors, and completed Part III of the Mathematics Tripos at the University of Cambridge with distinction as part of the Paul Mellon Graduate Fellowship.
In addition, Vishal spent 4 years working in Quantitative Analytics for Barclays Capital with particular emphasis in commodities modeling, derivatives pricing and risk management. He continues to collaborate with industrial partners in electricity markets and financial service providers.
Vishal's research interests focus on developing novel techniques for representing uncertainty and behavior in optimization problems. He draws heavily on state-of-the-art statistical techniques for large data sets.

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Bertsimas, Dimitris.,Griffith, John.,Gupta, Vishal.,Kochenderfer, Mykel.,Misic, Velibor.,Moss, Robert. () "A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation", European Journal of Operations Research, 263, https://doi.org/10.1016/j.ejor.2017.05.032.
Gupta, Vishal.,Kim, Song-Hee.,Paek, Hyung.,Han, Rong Qing. () "Maximizing Intervention Effectiveness through Robust Optimization".
Gupta, Vishal.,Rusmevichientong, Paat. () "Small-Data, Large-Scale Linear Optimization".
Bertsimas, Dimitris.,Gupta, Vishal.,Kallus, Nathan. () "Robust Sample Average Approximation", Mathematical Programming, Series A, https://doi.org/10.1007/s10107-017-1174-z.
Bertsimas, Dimitris.,Gupta, Vishal.,Kallus, Nathan. () "Data-driven Robust Optimization", Mathematical Programming, Series A, https://doi.org/10.1007/s10107-017-1125-8.
Dunning, Iain.,Gupta, Vishal.,King, Angela.,Kung, Jerry.,Lubin, Miles.,Silberholz, John. () "A Course on Advanced Software Tools for Operations Research and Analytics", INFORMS Transactions on Education, 15, 169–179.
Bertsimas, Dimitris.,Gupta, Vishal.,Paschalidis, IoannisCh.. () "Data-driven estimation in equilibrium using inverse optimization", Mathematical Programming, 1-39.