National Center Professor of Management & Technology

Computer and Information Science

Founding Director, Warren Center for Network and Data Sciences

Office: Amy Gutmann Hall, 509

Research Areas

  • Machine Learning
  • Artificial Intelligence
  • Algorithmic Game Theory and Microeconomics
  • Computational Social Science
  • Quantitative Finance
  • Algorithmic Trading

Awards

2020: National Academy of Sciences

2014: Fellow of the ACM

2010: Best Paper Award, Journal of Trading

2009: Best Student Paper Award, Conference on Uncertainty in Artificial Intelligence

2007: Best Student Paper Award, Conference on Learning Theory

2005: The George H. Heilmeier Faculty Award for Excellence in Research

2004: Henry and Bryna David Endowment Award, National Academy of Sciences

Projects/Papers

Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable
AI model disgorgement: Methods and choices
Replicable Reinforcement Learning

Students

PhDs:

Varun Gupta (co-advised with Aaron Roth)

Ira Globus-Harris (co-advised with Aaron Roth)

Georgy Noarov (co-advised with Aaron Roth)

Natalie Collina (co-advised with Aaron Roth)

Mirah Shi (co-advised with Aaron Roth)

Sikata Sengupta (co-advised with Aaron Roth and Duncan Watts)