Experience
Education
Bio
Gupta's research interests lie primarily in combinatorial, convex, and robust optimization with applications in online learning and data-driven decision-making under partial information. Her work focuses on speeding up fundamental bottlenecks that arise in learning problems due to the combinatorial nature of the decisions, as well as drawing from machine learning to improve traditional optimization methods.
Expertise
Combinatorial, Convex and Robust Optimization
Online and Machine Learning
Fairness and Bias in Decisions