| Modeling Annotated Data | David M. Blei |
| Kernel Independent Component Analysis | Francis R. Bach |
| Tree-dependent Component Analysis | Francis R. Bach |
| Learning Graphical Models with Mercer Kernels | Francis R. Bach |
| Learning the Kernel Matrix with Semi-Definite Programming |
Gert Lanckriet Nello Cristianini Peter Bartlett |
| Robust Novelty Detection with Single-Class MPM | Gert Lanckriet |
| Drug Target Identification in Saccharomyces cerevisiae Using DNA Microarrays |
Patrick Flaherty Adam Arkin |
| Kalman Filter in Lossy Networks |
Bruno Sinopoli Luca Schenato |