+ Naoki Abe
- Myriam Abramson
+ David W. Aha
+ Kamal M. Ali
+ Eric Allender
+ Dana Angluin
- Chidanand Apte
+ Minoru Asada
+ Lars Asker
+ Javed Aslam
+ Haralabos Athanassiou
+ Jose L. Balcazar
- Timothy P. Barber
- Michael W. Barley
- Cristina Baroglio
- Peter Bartlett
- Eric Baum
+ Welton Becket
- Shai Ben-David
- George Berg
- Neil Berkman
+ Malini Bhandaru
+ Bir Bhanu
+ Reinhard Blasig
- Avrim Blum
- Anselm Blumer
- Justin Boyan
- Carla E. Brodley
+ Nader Bshouty
- Wray Buntine
- Andrey Burago
+ Tom Bylander
- Bill Byrne
- Claire Cardie
- Richard A. Caruana
- John Case
- Jason Catlett
- Nicolo Cesa-Bianchi
+ Philip Chan
+ Mark Changizi
+ Pang-Chieh Chen
+ Zhixiang Chen
+ Wan P. Chiang
+ Steve A. Chien
- Jeffery Clouse
+ William Cohen
+ David Cohn
- Clare Bates Congdon
- Antoine Cornuejols
+ Mark W. Craven
+ Robert P. Daley
- Lindley Darden
- Chris Darken
- Bhaskar Dasgupta
- Brian D. Davidson
- Michael de la Maza
+ Olivier De Vel
+ Scott E. Decatur
+ Gerald F. DeJong
- Kan Deng
+ Thomas G. Dietterich
- Michael J. Donahue
+ George A. Drastal
- Harris Drucker
- Chris Drummond
- Hal Duncan
+ Thomas Ellman
- Tapio Elomaa
- Susan L. Epstein
+ Bob Evans
+ Claudio Facchinetti
- Tom Fawcett
- Usama Fayyad
+ Aaron Feigelson
+ Nicolas Fiechter
- David Finton
- John Fischer
- Paul Fischer
+ Seth Flanders
- Lance Fortnow
- Ameur Foued
+ Judy A. Franklin
+ Yoav Freund
- Johannes Furnkranz
- Merrick L. Furst
- Jean Gabriel Ganascia
- William Gasarch
- Ricard Gavalda
- Melinda T. Gervasio
+ Yolanda Gil
+ David Gillman
- Attilio Giordana
+ Kate Goelz
+ Paul W. Goldberg
+ Sally Goldman
- Diana Gordon
- Geoffrey Gordon
+ Jonathan Gratch
+ Leslie Grate
+ William A. Greene
+ Russell Greiner
- Marko Grobelnik
- Tal Grossman
+ Margo Guertin
- Tom Hancock
+ Earl S. Harris Jr.
- David Haussler
+ Matthias Heger
+ Lisa Hellerstein
+ David Helmbold
- Daniel Hennessy
- Haym Hirsh
+ Jonathan Hodgson
+ Robert C. Holte
- Jiarong Hong
- Chun-Nan Hsu
+ Kazushi Ikeda
+ Masayuki Inaba
+ Drago Indjic
+ Nitin Indurkhya
+ Jeff Jackson
+ Sanjay Jain
- Wolfgang Janko
- Klaus P. Jantke
- Nathalie Japkowicz
+ George H. John
- Randolph Jones
- Michael I. Jordan
+ Leslie Pack Kaelbling
+ Bala Kalyanasundaram
+ Thomas E. Kammeyer
- Grigoris Karakoulas
+ Michael Kearns
+ Neela Khan
+ Roni Khardon
+ Dennis F. Kibler
+ Jorg-Uwe Kietz
- Efim Kinber
- Jyrki Kivinen
+ Emanuel Knill
- Craig Knoblock
+ Ron Kohavi
+ Pascal Koiran
- Moshe Koppel
- Daniel Kortenkamp
- Matevz Kovacic
+ Stefan Kramer
+ Martinch Krikis
+ Martin Kummer
- Eyal Kushilevitz
+ Stephen Kwek
+ Wai Lam
- Ken Lang
- Steffen Lange
- Pat Langley
+ Mary Soon Lee
+ Wee Sun Lee
- Moshe Leshno
- Long-Ji Lin
- Charles X. Ling
- Michael Littman
+ David Loewenstern
- Phil Long
+ Wolfgang Maass
+ Bruce A. MacDonald
+ Rich Maclin
+ Sridhar Mahadevan
+ J. Jeffrey Mahoney
- Yishay Mansour
- Mario Marchand
- Shaul Markovitch
- Oded Maron
- Maja Mataric
- David Mathias
- Toshiyasu Matsushima
- Stan Matwin
- Eddy Mayoraz
+ R. Andrew McCallum
+ L. Thorne McCarty
- Alexander M. Meystel
- Michael A. meystel
- Steven Minton
- Nina Mishra
- Tom M. Mitchell
+ Dunja Mladenic
- David Montgomery
- Andrew W. Moore
- Johanne Morin
- Hiroshi Motoda
+ Stephen Muggleton
- Patrick M. Murphy
- Sreerama K. Murthy
- Filippo Neri
- Craig Nevill-Manning
+ Andrew Y. Ng
+ Nikolay Nikolaev
- Steven W. Norton
- Joseph O'Sullivan
+ Dan Oblinger
+ Jong-Hoon Oh
+ Arlindo Oliveira
+ David W. Opitz
- Sandra Panizza
+ Barak A. Pearlmutter
+ Ed Pednault
- Jing Peng
- Fernando Pereira
- Aurora Perez
+ Bernhard Pfahringer
+ David Pierce
+ Krishnan Pillaipakkamnatt
- Roberto Piola
- Leonard Pitt
+ Lorien Y. Pratt
+ Armand Prieditis
- Foster J. Provost
+ J. Ross Quinlan
+ John Rachlin
+ Vijay Raghavan
- R. Bharat Rao
- Priscilla Rasmussen
- Joel Ratsaby
+ Michael Redmond
+ Patricia J. Riddle
+ Lance Riley
- Ronald L. Rivest
+ Huw Roberts
- Dana Ron
- Robert S. Roos
- Justinian Rosca
- John R. Rose
- Dan Roth
- James S. Royer
+ Ronitt Rubinfeld
- Stuart Russell
+ Lorenza Saitta
+ Yoshifumi Sakai
+ William Sakas
+ Marcos Salganicoff
+ Steven Salzberg
+ Claude Sammut
+ Cullen Schaffer
+ Robert Schapire
+ Mark Schwabacher
+ Michele Sebag
+ Gary M. Selzer
- Sebastian Seung
+ Arun Sharma
+ Jude Shavlik
+ Daniel L. Silver
+ Glenn Silverstein
- Yoram Singer
- Mona Singh
- Satinder Pal Singh
- Kimmen Sjolander
+ David B. Skalak
+ Sean Slattery
- Robert Sloan
- Donna Slonim
+ Carl H. Smith
+ Sonya Snedecor
- Von-Wun Soo
+ Thomas G. Spalthoff
+ Mark Staley
+ Frank Stephan
- Mandayam T. Suraj
- Richard S. Sutton
- Joe Suzuki
+ Prasad Tadepalli
- Hiroshi Tanaka
+ Irina Tchoumatchenko
- Brian Tester
+ Chen K. Tham
+ Tatsuo Unemi
+ Lyle H. Ungar
+ Paul Utgoff
- Karsten Verbeurgt
- Paul Vitanyi
- Xuemei Wang
- Manfred Warmuth
+ Gary Weiss
+ Sholom Weiss
- Thomas Wengerek
+ Bradley L. Whitehall
+ Alma Whitten
+ Robert Williamson
+ Janusz Wnek
+ Kenji Yamanishi
+ Takefumi Yamazaki
- Holly Yanco
+ John M. Zelle
- Thomas Zeugmann
+ Jean-Daniel Zucker
- Darko Zupanic