| Number | Presenter | Topic |
| 1 | Aslesha Nargolkar | Lu and Getoor, "Link-based Classification," ICML 2003. |
| 2 | Uday Koorella | Yan and Han, "CloseGraph: Mining Closed Frequent Graph Patterns," KDD 2003. |
| Number | Presenter | Topic |
| 1 | Rip Galloway | Pednault et al., "Sequential Cost-Sensitive Decision Making with Reinforcement Learning," KDD 2002. |
| 2 | Ankur Kamdar | Furnkranz, "Round Robin Rule Learning," ICML 2001. |
| 3 | Maheswar Nallacharu | Bauckhage et al., "Learning Human-like Opponent Behavior for Interactive Computer Games," LNCS 2003. |
| Number | Presenter | Topic |
| 1 | JeongKyu Lee | Jain et al., "Statistical Pattern Recognition: A Review," IEEE PAMI, 2000. |
| 2 | Rohan Shah | Vilalta et al., "Predictive Algorithms in the Managemement of Computer Systems," IBM Systems Journal, 2002. |
| 3 | Abhishek Roy | Sen and Kar, "An Agent-to-Agent Framework for Concept Transfer," ICCS, 2003. |
| Number | Presenter | Topic |
| 1 | Mehran Asadi | Andre and Russell, "State Abstraction for Programmable Reinforcement Learing Agents," AAAI 2002. |
| 2 | Erika Torres-Verdin | Liu et al., "Personalized Web Search by Mapping User Queries to Categories," CIKM 2002. |
| 3 | Wei Zhang | Carreras and Marquez, "Boosting Trees for Anti-Spam Email Filtering," Recent Advances in NLP, 2001. |
| Number | Presenter | Topic |
| 1 | Anup Sabbi | Guyon and Elisseeff, "An Introduction to Variable Feature Selection," JMLR 2003. |
| 2 | Janakiram Natarajan | Guestrin et al., "Coordinated Reinforcement Learning," ICML 2002. |
| 3 | Bharat Kondeti | Liu and Tian, "Multi-Agent Learning Methods in an Uncertain Environment," MLC 2002. |
| Number | Presenter | Topic |
| 1 | J. David Blackstone | Inokuchi et al., "An Apriori-based Algorithm for Mining Frequent Substructures from Graph Data," PPKDD 2000. |
| 2 | Chris Gonsalves | Cumby and Roth, "On Kernel Methods for Relational Learning," ICML 2003. |
| 3 | Nikhil Ketkar | Botta et al., "Relational Learning as Search in a Critical Region," JMLR 2003. |