| Yasemin Altun |
Brown University |
| Hagai Attias |
Golden Metallic, Inc. |
| Francis Bach |
University of California, Berkeley |
| Matthew Beal |
SUNY Buffalo |
| Yoshua Bengio |
University of Montreal |
| Christopher Bishop |
Microsoft Research |
| David Blei |
University of California, Berkeley |
| Olivier Bousquet |
Pertinence |
| Wray Buntine |
Helsinki Institute for Information Technology |
| Olivier Chapelle |
Max Planck Institute |
| Guido Consonni |
University of Pavia |
| Greg Cooper |
University of Pittsburgh |
| Adrian Corduneanu |
Massachusetts Institute of Technology |
| Denver Dash |
Intel Research |
| Phil Dawid |
University College London |
| Nando de Freitas |
University of British Columbia |
| Vanessa Didelez |
University College London |
| Michael Duff |
Trinity College |
| Nir Friedman |
Hebrew University of Jerusalem |
| Dan Geiger |
Technion - Israel Institute of Technology |
| Lise Getoor |
University of Maryland |
| Paolo Giudici |
University of Pavia |
| Tom Griffiths |
Stanford University |
| Peter Grunwald |
CWI, Netherlands |
| Carlos Guestrin |
Carnegie Mellon University |
| David Heckerman |
Microsoft Research |
| Ralf Herbrich |
Microsoft Research |
| Tom Heskes |
University of Nijmegen |
| Thomas Hofmann |
Brown University |
| Chris Holmes |
University of Oxford |
| Tommi Jaakkola |
Massachusetts Institute of Technology |
| Nebojsa Jojic |
Microsoft Research |
| Anitha Kannan |
University of Toronto |
| Uffe Kjærulff |
Aalborg University |
| John Lafferty |
Carnegie Mellon University |
| John Langford |
TTI - Chicago |
| Neil Lawrence |
University of Sheffield |
| Guy Lebanon |
Carnegie Mellon University |
| Juan Lin |
Rutgers University |
| David Madigan |
Rutgers University |
| Chris Meek |
Microsoft Research |
| Marina Meila |
University of Washington |
| Tom Minka |
Microsoft Research |
| Quaid Morris |
University of Toronto |
| Iain Murray |
Gatsby Computational Neuroscience Unit |
| Kevin Murphy |
Massachusetts Institute of Technology |
| Petri Myllymäki |
University of Helsinki |
| Nuria Oliver |
Microsoft Research |
| Manfred Opper |
University of Southampton |
| Fernando Perez-Cruz |
Gatsby Computational Neuroscience Unit |
| John Platt |
Microsoft Research |
| Thomas Richardson |
University of Washington |
| Imre Risi Kondor |
Columbia University |
| Michal Rosen-Zvi |
University of California, Irvine |
| Sam Roweis |
University of Toronto |
| Lawrence Saul |
University of Pennsylvania |
| Dale Schuurmans |
University of Alberta |
| Paola Sebastiani |
Boston University |
| Matthias Seeger |
University of California, Berkeley |
| Prakash Shenoy |
University of Kansas |
| Yoram Singer |
Hebrew University of Jerusalem |
| Jim Smith |
University of Warwick |
| Alex Smola |
Australian National University |
| Bo Thiesson |
Microsoft Research |
| Henry Tirri |
University of Helsinki |
| Volker Tresp |
Siemens Research |
| Linda van der Gaag |
University of Utrecht |
| Vladimir Vovk |
Royal Holloway University of London |
| Martin Wainwright |
University of California, Berkeley |
| Max Welling |
University of California, Irvine |
| Jason Weston |
NEC Labs America |
| Joe Whittaker |
Lancaster University |
| Yee Whye Teh |
University of California, Berkeley |
| Chris Williams |
University of Edinburgh |
| John Winn |
Microsoft Research |
| Eric Xing |
Carnegie Mellon University |
| Xiaojin Zhu |
Carnegie Mellon University |