| 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 |