| September 6 (Wed) | Phillip Kirlin Research Update: What I Did Over My Summer Vacation, Or, Pixel Classification of Aerial Photographs of Rivers |
| September 13 (Wed) | Stephen Murtagh Research Update: What I Did Over My Summer Vacation, Or, Interactive Ground-Truth Labelling of Training Data |
| September 20 (Wed) | Paul Utgoff Research Update: Birefringence |
| September 28 | Phillip Kirlin Research Update: Computational Schenkerian Analysis |
| October 5 | Stephen Murtagh Research Update: Learning Distance Metrics |
| October 12 | Paul Utgoff Research Update: Computational Complexity of Musical Pattern Finding |
| October 19 | Phillip Kirlin Paper Discussion: Hazan, Amuary, et. al. "Evolving Performance Models by Performance Similarity: Beyond Note-to-note Transformations." ISMIR 2006. |
| October 26 | Paul Utgoff Presentation: Preview of ICMC 2006 talk. |
| November 2 | Stephen Murtagh Machine Learning and Friends Lunch Talk |
| November 16 | Phillip Kirlin Research Update: Connections between the MARPLE theme-finding system and information retrieval concepts. |
| November 30 | Paul Utgoff Paper Discussion: J. Weng and W. S. Hwang, "From Neural Networks to the Brain: Autonomous Mental Development." IEEE Computational Intelligence Magazine, vol. 1, no. 3, pp. 15-31, August 2006. |
| December 7 | Phillip Kirlin TBA |
| December 14 | Stephen Murtagh TBA |
| December 21 | Paul Utgoff TBA |