Tom Michael Mitchell (born August 9, 1951) is an American computer scientist and the Founders University Professor at Carnegie Mellon University (CMU). He is a founder and former chair of the Machine Learning Department at CMU.[4] Mitchell is known for his contributions to the advancement of machine learning, artificial intelligence, and cognitive neuroscience and is the author of the textbook Machine Learning. He is a member of the United States National Academy of Engineering since 2010. He is also a Fellow of the American Academy of Arts and Sciences, the American Association for the Advancement of Science and a Fellow and past president of the Association for the Advancement of Artificial Intelligence. In October 2018, Mitchell was appointed as the Interim Dean of the School of Computer Science at Carnegie Mellon.
Tom Michael Mitchell | |
|---|---|
| Born | August 9, 1951 |
| Nationality | American |
| Alma mater | Stanford University Massachusetts Institute of Technology |
| Known for | The 'mind-reading' computer[1][2][3] Never-Ending Language Learning |
| Awards | IJCAI Computers and Thought Award, Presidential Young Investigator Award |
| Scientific career | |
| Fields | Machine learning, Artificial intelligence, Cognitive neuroscience |
| Institutions | Carnegie Mellon University Rutgers University |
| Doctoral advisor | Bruce G. Buchanan |
| Doctoral students | Sebastian Thrun Oren Etzioni Geoffrey J. Gordon Derry Tanti Wijaya |
Early life and education
editMitchell was born in Blossburg, Pennsylvania and grew up in Upstate New York, in the town of Vestal.[5][6] He received his bachelor of Science degree in electrical engineering from the Massachusetts Institute of Technology in 1973 and a Ph.D. from Stanford University under the direction of Bruce G. Buchanan in 1979.
Career
editMitchell began his teaching career at Rutgers University in 1978. During his tenure at Rutgers, he held the positions of assistant and associate professor in the Department of Computer Science. In 1986, he left Rutgers and joined Carnegie Mellon University, Pittsburgh as a professor. In 1999, he became the E. Fredkin Professor in the School of Computer Science. In 2006 Mitchell was appointed as the first chair of the Machine Learning Department within the School of Computer Science. He became university professor in 2009,[7] and served as Interim Dean of the Carnegie Mellon School of Computer Science during 2018–2019. Mitchell currently serves on the Scientific Advisory Board of the Allen Institute for AI[8] and on the Science Board of the Santa Fe Institute.
Honors and awards
editHe was elected into the United States National Academy of Engineering in 2010 "for pioneering contributions and leadership in the methods and applications of machine learning."[9] He is also a Fellow of the American Association for the Advancement of Science (AAAS) since 2008[10] and a Fellow the Association for the Advancement of Artificial Intelligence (AAAI) since 1990.[11] In 2016 he became a Fellow of the American Academy of Arts and Sciences.[12] Mitchell was awarded an Honorary Doctor of Laws degree from Dalhousie University in 2015 for his contributions to machine learning and to cognitive neuroscience, and the President's Medal from Stevens Institute of Technology in 2018. He is a recipient of the NSF Presidential Young Investigator Award in 1984.
Publications
editMitchell is a prolific author of scientific works on various topics in computer science, including machine learning, artificial intelligence, robotics, and cognitive neuroscience. He has authored hundreds of scientific articles. Mitchell published one of the first textbooks in machine learning, entitled Machine Learning, in 1997 (publisher: McGraw Hill Education). He is also a coauthor of the following books:
- J. Franklin, T. Mitchell, and S. Thrun (eds.), Recent Advances in Robot Learning, Kluwer Academic Publishers, 1996.
- T. Mitchell, J. Carbonell, and R. Michalski (eds.), Machine Learning: A Guide to Current Research, Kluwer Academic Publishers, 1986.
- R. Michalski, J. Carbonell, and T. Mitchell (eds.), Machine Learning: An Artificial Intelligence Approach, Volume 2, Morgan Kaufmann, 1986.
- R. Michalski, J. Carbonell, and T. Mitchell (eds.), Machine Learning: An Artificial Intelligence Approach, Tioga Press, 1983.
References
edit- ^ Fox, Maggie (May 29, 2008). "Computer trained to "read" mind images of words". Reuters. Retrieved October 2, 2011.
- ^ "A computer that can 'read' your mind". The Hindu. June 3, 2008. Retrieved October 2, 2011.
- ^ "Scientists build mind-reading computer". PC World. Retrieved October 2, 2011.
- ^ "Data Mining Spurs Innovation, Threatens Privacy". NPR. December 18, 2009. Retrieved October 2, 2011.
- ^ "Look Who's Talking!". Carnegie Mellon University. Archived from the original on September 10, 2011. Retrieved October 2, 2011.
- ^ "2010 Hall of Fame Nominee: Dr. Tom M. Mitchell, Class of 1969" (PDF). Vestal Central School District. Retrieved January 10, 2016.
- ^ "Tom Mitchell – Resume" (PDF). Retrieved October 2, 2011.
- ^ AI2. (2020). About:Scientific Advisory Board. Allen Institute for AI website Retrieved 30 March 2020.
- ^ "Prof. Tom M. Mitchell". National Academy of Engineering. Retrieved October 2, 2011.
- ^ "AAAS Members Elected as Fellows". American Association for the Advancement of Science. Archived from the original on March 14, 2010. Retrieved October 2, 2011.
- ^ "Interspeech 2011 – Keynotes". Archived from the original on September 28, 2011. Retrieved October 2, 2011.
- ^ Newly Elected Members, American Academy of Arts and Sciences, April 2016, retrieved April 20, 2016