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Some machine learning researchers. Use Google to find their home pages.

Francis Bach
Peter Bartlett
Yoshua Bengio
Sami Bengio
Jeff Bilmes
Chris Bishop
Andrew Blake
David Blei
Leon Bottou
Craig Boutilier
Leo Breiman
Joachim Buhman
Chris Burges
Rich Caruana
Olivier Chapelle
Michael Collins
Corinna Cortes
Nello Cristianini
Sanjoy Dasgupta
Nando DeFrietas
Tom Dietterich
Bill Freeman
Yoav Freund
Brendan Frey
Nir Friedman
Lise Getoor
Zoubin Ghahramani
Trevor Hastie
David Haussler
David Heckerman
Ralf Herbrich
Geoffrey Hinton
Thomas Hoffman
Eric Horovitz
Charles Isbell
Tommi Jaakkola
Tony Jebara
David Jensen
Thorsten Joachims
Nebojsa Jojic
Michael Jordan
Leslie Kaelbling
Michael Kearns
Balazs Kegl
Adam Klivans
Daphne Koller
John Lafferty
Gert Lanckriet
Steffen Lauritzen
Neil Lawrence
Yann LeCun
Daniel Lee
Michael Littman
Phil Long
David Madigan
David McAllester
Andrew McCallum
Chris Meek
Marina Meila
Sebastian Mika
Tom Minka
Tom Mitchell
Mehryar Mohri
Andrew Moore
Sayan Mukherjee
Klaus Muller
Kevin Murphy
Radford Neal
Andrew Ng
Ron Parr
Vladimir Pavlovic
Alex Pentland
Fernando Perreira
Avi Pfeffer
John Platt
Tomaso Poggio
Jim Rehg
Thomas Richardson
Mehran Sahami
Lawrence Saul
Rob Schapire
Dale Schurmanns
Bernhard Schoelkopf
Terrence Sejnowski
Rocco Servedio
John Shawe-Taylor
Jianbo Shi
Yoram Singer
Alex Smola
Padhraic Smyth
Cliff Stein
Josh Tenenbaum
Sebastian Thrun
Naftali Tishby
Koji Tsuda
Vladimir Vapnik
Paul Viola
Martin Wainwright
David Waltz
Manfred Warmuth
Yair Weiss
Jason Weston
Tong Zhang