| 7:30 am | Welcome & Introduction |
|
7:45 am 8:35 am |
Invited Talk:
Yoram Singer Beyond Pair-wise Classification and Regression: Efficient Learning of Preferences by Soft Projections onto Polyhedra Discussion |
|
8:45 am 9:10 am |
Calibrated Label-Ranking Klaus Brinker, Eyke Huellermeier Discussion |
| 9:15 am | Coffee Break |
|
9:30 am 9:55 am |
Collaborative Ordinal Regression Shipeng Yu, Kai Yu, Volker Tresp Discussion |
|
10:00 am 10:25 am |
Generalization Bounds for k-Partite Ranking Shyamsundar Rajaram, Shivani Agarwal Discussion |
|
3:30 pm 4:10 pm |
Invited Talk:
Thorsten Joachims Learning Rankings for Information Retrieval Discussion |
|
4:15 pm 4:40 pm |
Exploiting Hyperlinks to Learn a Retrieval Model David Grangier, Samy Bengio Discussion |
| 4:45 pm | Coffee Break |
|
5:00 pm 5:15 pm |
Ranking as Learning Structured Outputs Chris Burges Discussion |
|
5:20 pm 5:35 pm |
Extensions of Gaussian Processes for Ranking: Semi-Supervised and
Active Learning Wei Chu, Zoubin Ghahramani Discussion |
|
5:40 pm 5:55 pm |
Ranking with Unlabeled Data: A First Study Nicolas Usunier, Vinh Truong, Massih Amini, Patrick Gallinari Discussion |
| 6:00 pm | Concluding Discussion: Insights and Open Challenges |