Vishal Gupta
Assistant Professor of Data Science & Operations at USC Marshall School of Business
Schools
- USC Marshall School of Business
- Indian Institute of Management Ahmedabad
Expertise
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Biography
USC Marshall School of Business
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.
Videos
BUAD 425: Clustering the Movie Lens Data Set - KMeans
BUAD 425: Clustering Movie Lens Dataset - Hierarchical Clustering
Read about executive education
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