Tom
Mitchell
Fredkin
Professor of AI and Machine Learning
Chair, Machine
Learning Department
School of Computer Science
Carnegie Mellon University
412-268-2611,
Tom.Mitchell@cmu.edu, Resume,
A personal interview
Assistant: Sharon Cavlovich, 412 268-5196
How can we make computers
improve automatically from experience?
- How can computers learn to
decode a person's mental state from their brain
activity?
- How can computers learn to
extract information from the web?
- What is machine learning all about?
Where do I think the study of
intelligence is headed?
- See "Machine Learning and Human Learning," seminar talk at CMU Machine Learning Lunch, November 2006 (pdf, 0.8Meg)
- See "Reading
the Web: A Breakthrough Goal for Artificial Intelligence",
T. Mitchell,
AI Magazine, Fall 2005 (short)
- See "Computer
Workstations
as Intelligent Agents", T.
Mitchell, SIGMOD 2005 Keynote Talk, June
2005. (pdf,
3Meg)
- See
"AI
and the Impending
Revolution in Brain
Sciences",
T. Mitchell, AAAI Presidential Address,
August 2002. (pdf, 1.3Meg)
Colleagues
- Machine Learning, 10-601, Spring 2008
- Machine
Learning, 10-701 and 15-781,
Fall 2006
- Read
the Web, 10-709, Spring 2006.
- Machine
Learning, 10-701 and 15-781 ,
Fall 2005.
- Machine
Learning, 10-701 and 15-781 ,
Spring 2005.
- Machine
Learning, 10-701 and 15-781 ,
Fall 2003.
- Statistical
Approaches to Learning and Discovery, 10-702 and 15-802 ,
Spring, 2003.
- Computational
Analyses of Brain Imaging, 10-731 and 85-735 ,
Spring, 2003.
- Machine
Learning, 10-701 and 15-781 ,
Fall 2002.
- Statistical
Approaches to Learning, 15-889 and 36-835 ,
Spring 1999.
- Machine
Learning, 15-681 and 15-781 ,
Fall 1998.