* Yasemin Altun
* Drago Anguelov
* Francis Bach
* Drew Bagnell
* David Barber
* Peter Bartlett
* Mikhail Belkin
* John Blitzer
* Chris Burges
* Colin Campbell
* Miguel Carreira-Perpinan
* Gert Cauwenberghs
* Gal Chechik
* David Pablo Cohn
* Robert Cowell
* Koby Crammer
* Lehel Csato
* Adnan Darwiche
* Sanjoy Dasgupta
* Ofer Dekel
* Chris Ding
* John Fisher
* Joydeep Ghosh
* Geoff Gordon
* Alexander Gray
* Tom Griffiths
* Asela Gunawardana
* Milos Hauskrecht
* Katherine Heller
* Aaron, Hertzmann
* Thomas Hofmann
* Marcus Hutter
* Alexander Ihler
* Tony Jebara
* Anitha Kannan
* Ashish Kapoor
* Bert Kappen
* Yongdai Kim
* Simon Lacoste-Julien
* Gert Lanckriet
* John Langford
* Svetlana Lazebnik
* Erik Learned-Miller
* Guy Lebanon
* Yoonkyung Lee
* Boaz Lerner
* Christina Leslie
* Yufeng Liu
* Karen Livescu
* Jon McAuliffe
* Brian Milch
* Tom Minka
* Baback Moghaddam
* Mehryar Mohri
* Klaus Mueller
* Petri Myllymaki
* Mukund Narasimhan
* Mee Park Young
* Kristiaan Pelckmans
* Francisco Pereira
* Pascal Poupart
* Alexander Rakhlin
* Irina Rish
* Michal Rosen-Zvi
* Lawrence Saul
* Craig Saunders
* Nic Schraudolph
* Matthias Seeger
* Fei Sha
* Gregory Shakhnarovich
* Christian Shelton
* Noam Slonim
* Peter Sollich
* Nathan Srebro
* Naftali Tishby
* Junhui Wang
* Kilian Weinberger
* Max Welling
* Eric Xing
* Yuhong Yang
* Jieping Ye
* Ming Yuan
* Hao Zhang
* Jerry Zhu
* Ji Zhu
* Hui Zou