Eric Xing
Professor
Machine Learning
- ProfessorMachine Learning
- (412) 268-2559 (Work)
- Carnegie Mellon University, Machine Learning Department, 5000 Forbes Avenue, Pittsburgh, PA, 15213, United States
BIO
Eric P. Xing is a Professor of Computer Science at Carnegie Mellon University, and the Founder, CEO, and Chief Scientist of Petuum Inc., a 2018 World Economic Forum Technology Pioneer company that builds standardized artificial intelligence development platform and operating system for broad and general industrial AI applications. He completed his undergraduate study at Tsinghua University, and holds a PhD in Molecular Biology and Biochemistry from the State University of New Jersey, and a PhD in Computer Science from the University of California, Berkeley. His main research interests are the development of machine learning and statistical methodology, and large-scale computational system and architectures, for solving problems involving automated learning, reasoning, and decision-making in high-dimensional, multimodal, and dynamic possible worlds in artificial, biological, and social systems. Prof. Xing currently serves or has served the following roles: associate editor of the Journal of the American Statistical Association (JASA), Annals of Applied Statistics (AOAS), IEEE Journal of Pattern Analysis and Machine Intelligence (PAMI) and the PLoS Journal of Computational Biology; action editor of the Machine Learning Journal (MLJ) and Journal of Machine Learning Research (JMLR); member of the United States Department of Defense Advanced Research Projects Agency (DARPA) Information Science and Technology (ISAT) advisory group. He is a recipient of the National Science Foundation (NSF) Career Award, the Alfred P. Sloan Research Fellowship in Computer Science, the United States Air Force Office of Scientific Research Young Investigator Award, the IBM Open Collaborative Research Faculty Award, as well as several best paper awards. Prof Xing is a board member of the International Machine Learning Society; he has served as the Program Chair (2014) and General Chair (2019) of the International Conference of Machine Learning (ICML); he is also the Associate Department Head of the Machine Learning Department, founding director of the Center for Machine Learning and Health at Carnegie Mellon University; he is a Fellow of the Association of Advancement of Artificial Intelligence (AAAI), and an IEEE Fellow.
ACADEMIC POSITIONS
- PresidentMohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab EmiratesJan 2021 - present
- Associate Department Head of ResearchCarnegie Mellon University, Machine Learning Department, Pittsburgh, United StatesJul 2016 - present
- Founding DirectorCarnegie Mellon University & University of Pittsburgh Medical Center, Center for Machine Learning and Health, Pittsburgh, United StatesMar 2015 - Jul 2016
- ProfessorCarnegie Mellon University, School of Computer Science, Pittsburgh, United StatesJun 2014 - present
- Associate Professor with tenureCarnegie Mellon University, School of Computer Science, Pittsburgh, United StatesJun 2011 - Jun 2014
- Visiting Associate ProfessorStanford University, Department of Statistics, Stanford, United StatesAug 2010 - Aug 2011
- Visiting Research ProfessorFacebook Inc., United StatesAug 2010 - Aug 2011
- Associate ProfessorCarnegie Mellon University, School of Computer Science, Pittsburgh, United StatesJun 2009 - Jun 2011
- Assistant ProfessorCarnegie Mellon University, School of Computer Science, Pittsburgh, United StatesSep 2004 - Jun 2009
NON-ACADEMIC POSITIONS
- Founder, Chief ScientistPetuum Inc,, United States2016 - present
DEGREES
- Ph.D., Computer ScienceUniversity of California, Berkeley, Berkeley, United States1999 - 2004
- Ph.D., Molecular Biology and BiochemistryRutgers University, New Brunswick, United States1996 - 1998
- M.Sc., Computer ScienceRutgers University, New Brunswick, United States1996 - 1998
- B.Sc., PhysicsTsinghua University, Beijing, China1988 - 1993
CAMPUS
- Pittsburgh
SUSTAINABLE DEVELOPMENT GOALS
- 7 Affordable and Clean Energy
- 3 Good Health and Well Being