| Maya Gupta | University of Washington |
| Percy Liang | University of California, Berkeley |
| Geremy Heitz | Stanford University |
| Stephen Gould | Stanford University |
| Honglak Lee | Stanford University |
| Andreas Krause | California Institute of Technology |
| Alex Smola | Yahoo! Research |
| Ashutosh Saxena | Stanford University |
| Chuong Do | Stanford University |
| Hal Daume | University of Utah |
| Xiaojin Zhu | University of Wisconsin-Madison |
| Nathan Srebro | Toyota Technological Institute at Chicago |
| Richard Sutton | University of Alberta |
| Sam Ieong | Microsoft Research |
| Shai Ben-David | University of Waterloo |
| Zico Kolter | Stanford University |
| Alice Zheng | Microsoft Research |
| Amir Globerson | Hebrew University |
| Andrew McCallum | University of Massachusetts Amherst |
| Bhaskara Marthi | Willow Garage, Inc. |
| Dieter Fox | University of Washington |
| Hagai Attias | Golden Metallic Inc. |
| Michail Lagoudakis | Technical University of Crete |
| Yee Whye Teh | Gatsby Computational Neuroscience Unit, UCL |
| Brian Milch | Google |
| Gal Chechik | Google Research |
| Nebojsa Jojic | Microsoft Research |
| Carl Kadie | Microsoft Research |
| Helge Langseth | The Norwegian University of Science and Technology |
| Irina Rish | IBM Research |
| Jin Tian | Iowa State University |
| Marina Meila | University of Washington |
| Mark Peot | Teledyne Scientific & Imaging, LLC |
| Petri Kontkanen | Helsinki Institute for Information Technology |
| Thomas Nielsen | Aalborg University |
| Concha Bielza | Technical University of Madrid |
| David Pynadath | Institute for Creative Technologies |
| Denver Dash | Intel Research Pittsburgh |
| Moises Goldszmidt | Microsoft Research |
| Prakash Shenoy | University of Kansas |
| Russell Almond | Educational Testing Service |
| Silja Renooij | Universiteit Utrecht |
| Thomas Lukasiewicz | University of Oxford |
| Avi Pfeffer | Harvard University |
| Blai Bonet | Universidad Simon Bolivar |
| David Poole | University of British Columbia |
| Thomas Minka | Microsoft Research UK |
| Anders Madsen | Hugin Expert A/S |
| Bo Thiesson | Microsoft Research |
| David Pennock | Yahoo! |
| Kathryn Laskey | George Mason University |
| Russell Greiner | University of Alberta |
| Solomon Shimony | Ben-Gurion University |
| Wray Buntine | NICTA |
| Ross Shachter | Stanford University |
| Ashish Kapoor | Microsoft Research |
| Bart Selman | Cornell University |
| Chris Meek | Microsoft Research |
| Jure Leskovec | Cornell University |
| David Sontag | Massachusetts Institute of Technology |
| Joris Mooij | Max Plank Institute for Biological Cybernetics |
| Onno Zoeter | Xerox Research Centre Europe |
| Pradeep Ravikumar | University of California, Berkeley |
| Iain Murray | University of Toronto |
| Ricardo Silva | University College London |
| Noah Smith | Carnegie Mellon University |
| Yagil Engel | Technion |
| Itai Ashlagi | Harvard Business School |
| Sebastien Lahaie | Yahoo! Research |
| Daniel Reeves | Yahoo! Research |
| Yevgeniy Vorobeychik | University of Pennsylvania |
| Robert Tillman | Carnegie Mellon University |
| Patrik Hoyer | University of Helsinki |
| Joseph Ramsey | Carnegie Mellon University |
| Ayesha Ali | University of Guelph |
| Jiji Zhang | Lingnan University |
| Tianjiao Chu | University of Pittsburgh |
| Eric Hansen | Mississippi State University |
| Henry Kautz | University of Rochester |
| Guy Shani | Microsoft Research |
| Alan Fern | Oregon State University |
| Tony Jebara | Columbia University |
| Edoardo Airoldi | Harvard University |
| Le Song | Carnegie Mellon University |
| Seyoung Kim | Carnegie Mellon University |
| Alex Kulesza | University of Pennsylvania |
| Joao Graca | Inesc-ID Lisbon |
| Kuzman Ganchev | University of Pennsylvania |
| Changhe Yuan | Mississippi State University |
| Javier Diez | Universidad Nacional de Educacion a Distancia, Spain |
| Marcus Hutter | Australian National University |
| Tom Heskes | Radboud University Nijmegen |
| Teemu Roos | Helsinki Institute for Information Technology |
| Tom Griffiths | University of California, Berkeley |
| Nic Wilson | Cork Constraint Computation Centre |
| Cassio de Campos | IDSIA |
| Vitor Santos Costa | University of Porto |
| Enrique Sucar | Instituto Nacional de Astrophysica, Optica y Electronica, Mexico |
| Francois Caron | INRIA Bordeaux Sud-Ouest |
| Frederic Desobry | University of Cambridge |
| Kenji Fukumizu | The Institute of Statistical Mathematics |
| Kevin Murphy | University of British Columbia |
| Daniel Roy | Massachusetts Institute of Technology |
| Jason Johnson | Los Alamos National Lab |
| Yair Weiss | Hebrew University |
| Lluis Godo | Spanish National Research Council |
| Salem Benferhat | Universite d'Artois |
| Henri Prade | IRIT - Universite Paul Sabatier |
| Jan Peters | Max Planck Institute for Biological Cybernetics |
| Yoshua Bengio | University of Montreal |
| Firas Hamze | D-Wave Systems |
| Guillaume Obozinski | INRIA, Paris-Rocquencourt |
| Umar Syed | Princeton University |
| Simon Lacoste-Julien | University of Cambridge |
| David Rosenberg | Sense Networks, Inc. |
| Leila Amgoud | IRIT - Universite Paul Sabatier |
| Helene Fargier | Institut de Recherche en Informatique de Toulouse/td>
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| Arthur Choi | University of California, Los Angeles |
| Vibhav Gogate | University of California, Irvine |
| Mohammad Gheshlaghi | Radboud University, Nijmegen |
| Manfred Opper | Technical University Berlin |
| Cedric Archambeau | University College London |
| Vicenc Gomez | Radboud University, Nijmegen |
| Jian Zhang | Purdue University |
| Alexander Gray | Georgia Institute of Technology |
| Kevyn Collins-Thompson | Microsoft Research |
| Alan Qi | Purdue University |
| S V N Vishwanathan | Purdue University |
| Ilya Shpitser | Harvard School of Public Health |
| Mathias Drton | University of Chicago |
| Seth Sullivant | North Carolina State University |
| John-Mark Agosta | Intel Corporation |
| Frederick Eberhardt | Washington University, St. Louis |
| Suvrit Sra | Max Plank Institute for Biological Cybernetics |
| Frank Jensen | Hugin Expert A/S |
| David Wingate | Massachusetts Institute of Technology |
| Sebastian Nowozin | Max Plank Institute for Biological Cybernetics |
| Rodrigo de Salvo Braz | SRI International |
| Amr Ahmed | Carnegie Mellon University |
| Dan Klein | University of California, Berkeley |
| David Wipf | University of California, San Francisco |
| Mark Schmidt | University of British Columbia |
| Yuval Peres | Microsoft Research |
| Yiling Chen | Harvard University |