Research @ CS - Empirical Machine Learning

Stanford Artificial Intelligence Laboratory - Empirical 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
Jeannette Bohg Assistant Professor Artificial Intelligence

Computer Vision

Empirical Machine Learning

Robotics
Ron Dror Associate Professor Artificial Intelligence

Biomedicine and Health

Computational Biology

Empirical 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
Chelsea Finn Assistant Professor Artificial Intelligence

Computational Education

Empirical Machine Learning

Machine Learning

Reinforcement Learning

Robotics
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
Mykel Kochenderfer Courtesy Professor Artificial Intelligence

Empirical Machine Learning

Reinforcement Learning

Robotics
Anshul Kundaje Assistant Professor Artificial Intelligence

Biomedicine and Health

Computational Biology

Empirical 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 Manning Professor Artificial Intelligence

Empirical Machine Learning

Natural Language Processing and Speech
Marco Pavone Courtesy Professor Artificial Intelligence

Empirical Machine Learning

Human-Centered and Creative AI

Robotics
Dorsa Sadigh Assistant Professor Artificial Intelligence

Empirical Machine Learning

Human-Centered and Creative AI

Reinforcement Learning

Robotics
Kenneth Salisbury Emeritus Professor Artificial Intelligence

Empirical Machine Learning

Human-Centered and Creative AI

Reinforcement Learning

Robotics
Dan Yamins Assistant Professor Artificial Intelligence

Computational Biology

Computational Cognitive & Neuro-science

Computer Vision

Empirical Machine Learning

Human-Centered and Creative AI
Diyi Yang Assistant Professor Artificial Intelligence

Empirical Machine Learning

Human-Centered and Creative AI

Machine Learning

Natural Language Processing and Speech
Serena Yeung Courtesy Professor Artificial Intelligence

Biomedicine and Health

Computer Vision

Empirical Machine Learning

Human-Centered and Creative AI
James Zou Courtesy Professor Artificial Intelligence

Biomedicine and Health

Empirical Machine Learning

Human-Centered and Creative AI

Statistical or Theoretical Machine Learning