| Time | Title | Speaker | Affiliation |
| 11: 00-11:30 | Welcome | Mario Bertero (Chair) | UNIGE |
| 11:30-12:30 | Some New Developments in Learning Theory | Steve Smale | TTI |
| 12:30-15:00 | Lunch Break (buffet on the premises) | ||
| 15:00-1510 | Welcome | Mario Bertero | UNIGE |
| 15:10-15:30 | Statistical Learning Theory: a Brief Review | Alessandro Verri | UNIGE |
| 15:30-15:50 | RegularizationTheory of Inverse Problem: a Brief Review | Michele Piana | UNIGE |
| 15:50-16:30 | Learning as an Inverse problem | Ernesto De Vito | UNIMO |
| 16:30-17:00 | Coffee Break | ||
| 17:00-17:20 | Model Selection and Fast Rates for Regularized Least-Squares Algorithm | Andrea Caponnetto | UNIGE-MIT |
| 17:20-17:40 | Properties of Tikhonov Functionals in Learning Theory | Lorenzo Rosasco | UNIGE-MIT |
| 17:40-18:20 | Stability and Generalization in Learning Theory | Tomaso Poggio | MIT |