| Name | Institution | Main (expressed) interest |
| Kevin Murphy | U. C. Berkeley | Chair |
| Gary Bradski | Intel | Manager of Intel's graphical models group |
| Nathan Srebro | MIT | Implementing algorithms, replacing Matlab with Numpy |
| David Danks | U. Florida | (Causal) structure learning, implementing algorithms |
| Tom Heskes | U. Nijmegen | Implementing algorithms, BayesBuilder |
| Jeff Bilmes | U. Washington | Co-implementor of GTK (graphical models/DBN toolkit) for speech recognition |
| Brenda Ng | Harvard | Cts time dynamical systems, functional languages (e.g. Haskell) |
| Cammie Humke | MIT Lincoln Lab | Data association and tracking |
| Richard Everitt | Qinetic (formerly DERA) | Data association and tracking |
| Judy Goldszmidt | U. Kentucky | (Graphical) elicitation of parameters from experts |
| Phillipe LeRay | INSA Rouen | Teaching |
| Ross Schachter | Stanford | Decision making, teaching, research |
| Bob Price | U. Toronto | Multi-agent RL (belief state modelling) |
| James Cussens | U. York | Stochastic logic programs, integrating with BUGS and R |
| Fabio Cozman | U. Sao Paolo | Choosing a standard file format, JavaBayes |
| Brent Boerlage | Norsys | Keeping "Netica" file-format compatible with OpenBayes |
| Frank Jensen | Hugin | Keeping "Hugin" file-format compatible with OpenBayes |
| Max Chickering | Microsoft | Keeping WinMine file-format compatible with OpenBayes |