Tom
Mitchell
E. Fredkin
University Professor
Machine
Learning Department
School of Computer Science
Carnegie Mellon University
Tom.Mitchell@cmu.edu,
412 268 2611, GHC 8203 Resume,
A
personal interview
Assistant: Mary Stech,
412 268-6869
What is Machine Learning, and where is it headed?
Video interview (5 min)
- AI, automation, and the future of work
- Machine Learning from
Verbal User Instruction, video lecture on enabling cell phone users to teach their phones what to
do, Simons Institute, Berkeley, February 13, 2017.
- Never Ending Language Learning, video lecture on
our computer that is learning to read the web, Brown Univ., Feb. 2014.
- Neural
representations of language meaning, video lecture on how the human
brain represents
word meanings, Berkeley, March 2014.
- When Computers Read, reprise of presentation at the
World Economic Forum, Davos, Switzerland, January 2012 (5 minutes).
- Mining
Our Reality, the emerging trend toward mining personal data,
in Science,
December 2009.
- The
Discipline of Machine
Learning, my perspective on this research field, July 2006
- Can computers learn to read the web?
- How does the human brain represent word meanings?
Online courses:
Colleagues
Machine Learning course
(includes video lectures, online slides, 2011)