Aaron Roth

Henry Salvatori Professor of Computer & Cognitive Science

Computer and Information Science

Office: Amy Gutmann Hall, 511

Research Areas

  •  Algorithms and Machine Learning
  • Private Data Analysis
  • Fairness in Machine Learning
  • Game Theory and Mechanism Design
  • Learning Theory

Awards

2024: Frontiers of Science Award in Mathematics

2023: Hans Sigrist Prize

2023: CMU CyLab Distinguished Alumni Award

2017: Pat Goldberg Memorial Best Paper Award, IBM

2016: Presidential Early Career Award for Scientists and Engineers

2015: Alfred P. Sloan Research Fellowship

2015: Google Faculty Research Award

2012: NSF CAREER Award

2012: Yahoo! Academic Career Enhancement Award

Projects/Papers

Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation
Order of Magnitude Speedups for LLM Membership Inference
The Value of Ambiguous Commitments in Multi-Follower Games

Students

PhDs:

Varun Gupta (co-advised with Michael Kearns)

Ira Globus-Harris (co-advised with Michael Kearns)

Georgy Noarov (co-advised with Michael Kearns)

Natalie Collina (co-advised with Michael Kearns)

Ramya Ramalingam (co-advised with Osbert Bastani)

Mirah Shi (co-advised with Michael Kearns)

Sikata Sengupta (co-advised with Michael Kearns and Duncan Watts)