| Area |
Faculty |
|
| Computer Audition | Shlomo Dubnov, Gert Lanckriet, Lawrence Saul |
| Bayesian Learning | Kenneth Kreutz-Delgado, Bhaskar Rao, Nuno Vasconcelos |
| Bioinformatics | Eleazar Eskin, Pavel Pevzner |
| Computational Linguistics | Gary Cottrell, Jeff Elman, Andy Kehler, Roger Levy |
| Gary Cottrell, Jeff Elman, Javier Movellan, Virginia de Sa, Cognitive Science, Terrence J. Sejnowski, Emanuel Todorov, Jochen Triesch |
| Computational Neuroscience | Terrence J. Sejnowski |
| Dynamic Systems | Henry Abarbanel |
| Kernel-Based Learning | Gert Lanckriet |
| Statistical Learning Theory | Sanjoy Dasgupta, Yoav Freund |
| Optimization | Gert Lanckriet |
| Pattern Recognition | Lawrence Saul, Nuno Vasconcelos |
| Robotics | Marion Stewart Bartlett, Javier Movellan, Mohan Trivedi |
| Statistical Signal Processing | Kenneth Kreutz-Delgado, Alon Orlitsky, Bhaskar Rao |
| Supervised Learning | Kenneth Kreutz-Delgado |
| Unsupervised Learning | Sanjoy Dasgupta, Charles Elkan, Lawrence Saul |
| Marian Stewart Bartlett, Serge Belongie, David Kriegman, Javier Movellan, Jochen Triesch, Mohan Trivedi, Nuno Vasconcelos, Computer Vision |