Research @ CS - Statistical or Theoretical Machine Learning

Stanford Artificial Intelligence Laboratory - Statistical or Theoretical Machine Learning

The Stanford Artificial Intelligence Lab (SAIL), founded in 1962 by Professor John McCarthy, continues to be a rich, intellectual and stimulating academic environment. Through multidisciplinary and multi-faculty collaborations, SAIL promotes new discoveries and explores new ways to enhance human-robot interactions through AI; all while developing the next generation of researchers. SAIL has been a center of excellence for Artificial Intelligence research, teaching, theory, and practice for over fifty years.

Faculty Profile

Name Faculty Title Research Focus
Emma Brunskill Associate Professor Artificial Intelligence

Computational Education

Human-Centered and Creative AI

Machine Learning

Reinforcement Learning

Statistical or Theoretical Machine Learning
Stefano Ermon Assistant Professor Artificial Intelligence

Computer Vision

Empirical Machine Learning

Human-Centered and Creative AI

Machine Learning

Statistical or Theoretical Machine Learning
Emily Fox Courtesy Professor Artificial Intelligence

Biomedicine and Health

Empirical Machine Learning

Statistical or Theoretical Machine Learning
Carlos Guestrin Professor Artificial Intelligence

Biomedicine and Health

Empirical Machine Learning

Human-Centered and Creative AI

Machine Learning

Statistical or Theoretical Machine Learning
Sanmi Koyejo Assistant Professor Artificial Intelligence

Biomedicine and Health

Computational Biology

Computational Cognitive & Neuro-science

Human-Centered and Creative AI

Machine Learning

Statistical or Theoretical Machine Learning
Jure Leskovec Associate Professor Artificial Intelligence

Biomedicine and Health

Data Science

Machine Learning

Statistical or Theoretical Machine Learning
Percy Liang Assistant Professor Artificial Intelligence

Empirical Machine Learning

Machine Learning

Natural Language Processing and Speech

Statistical or Theoretical Machine Learning
Tengyu Ma Assistant Professor Artificial Intelligence

Empirical Machine Learning

Machine Learning

Natural Language Processing and Speech

Reinforcement Learning

Statistical or Theoretical Machine Learning
Chris Ré Associate Professor Artificial Intelligence

Computer Systems

Data Science

Statistical or Theoretical Machine Learning
Ellen Vitercik Assistant Professor Artificial Intelligence

Machine Learning

Statistical or Theoretical Machine Learning

Theory
James Zou Courtesy Professor Artificial Intelligence

Biomedicine and Health

Empirical Machine Learning

Human-Centered and Creative AI

Statistical or Theoretical Machine Learning