 Some Recent Advances in Machine Learning. IWFHR, La Baule, October 2006
 Machine Learning: Challenges and Applications. Journée de rentrée de l'école doctorle, Marseille, October 2006
 Challenges and Applications of Machine Learning to Manufacturing Problems. 6th MATHIAS Seminar, Cannes, October 2006
 Machine Learning: Some theoretical and practical problems. Journées MAS, Lille, September 2006
 Manifold Learning. Curves and Surfaces 2006, June 2006, Avignon

Introduction to Learning Theory. Lecture at the Machine Learning Summer School,
Canberra, Australia, February 2006

How to choose a
prior?
ENST, Paris, France, November 2005

Clustering and
Prediction, some thoughts (2)
Empirical Inference Symposium, Tuebingen, Germany, August 2005

Clustering and
Prediction, some thoughts
Invited talk at the Statistics and Optimization of Clustering Workshop, London,
U.K., July 2005

SVM, noyaux,
régularisation
Invited talk at the French Learning Conference (CAP  in french), Nice, France,
June 2005

Error bounds in Learning Theory, the
role of averaging and structure
Invited talk at the Meeting of the French Statistical Society, Pau, France,
June 2005

Advanced Statistical Learning
Theory
Lecture at the Machine Learning Summer School, Berder, France, September 2004.

Introduction to Category Theory
Max Planck Institute Internal Seminar, January 2004.

Statistical Learning Theory
Lecture at the Machine Learning Summer School, Tuebingen, Germany, August 2003.

A. Gretton, O. Bousquet, A.J. Smola and B. Schölkopf. Measuring Statistical
Dependence with HilbertSchmidt Norms. MPI Technical Report, 2005.
PDF

J.Y. Audibert and O. Bousquet. Combining PACBayesian and generic chaining
bounds. Submitted, 2005.
PDF

J. Weston, B. Schölkopf and O. Bousquet. Joint Kernel Maps.
Proceedings of the 8th International WorkConference on Artificial Neural
Networks (Computational Intelligence and Bioinspired System) LNCS 3512,
176191, 2005. PS

S. Boucheron, O. Bousquet and G. Lugosi. Theory of
classification: some recent advances. ESAIM Probability & Statistics,
2005.to appear. PDF

P. L. Bartlett, O. Bousquet and S. Mendelson. Local Rademacher complexities.
Annals of Statistics, 33(4):14971537, 2005.
PDF

S. Boucheron, O. Bousquet, G. Lugosi and P. Massart. Moment
inequalities for functions of independent random variables. Annals of
Probability, 33(2):514560, 2005.
PDF
See
here for
the full list.