- 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 Hilbert-Schmidt Norms. MPI Technical Report, 2005.
PDF
-
J.-Y. Audibert and O. Bousquet. Combining PAC-Bayesian and generic chaining
bounds. Submitted, 2005.
PDF
-
J. Weston, B. Schölkopf and O. Bousquet. Joint Kernel Maps.
Proceedings of the 8th International Work-Conference on Artificial Neural
Networks (Computational Intelligence and Bioinspired System) LNCS 3512,
176-191, 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):1497-1537, 2005.
PDF
-
S. Boucheron, O. Bousquet, G. Lugosi and P. Massart. Moment
inequalities for functions of independent random variables. Annals of
Probability, 33(2):514-560, 2005.
PDF
See
here for
the full list.