Empirical Inference Conference Paper Limits of Spectral Clustering von Luxburg, U., Bousquet, O., Belkin, M. In Advances in Neural Information Processing Systems 17: Proceedings of the 2004 Conference, Advances in Neural Information Processing Systems 17, 857-864, (Editors: Saul, L. K., Y. Weiss, L. Bottou), MIT Press, Cambridge, MA, USA, Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), July 2005 PDF Web BibTeX

Empirical Inference Technical Report Measuring Statistical Dependence with Hilbert-Schmidt Norms Gretton, A., Bousquet, O., Smola, A., Schölkopf, B. (140), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, June 2005 PDF BibTeX

Empirical Inference Conference Paper Hilbertian Metrics and Positive Definite Kernels on Probability Measures Hein, M., Bousquet, O. In Proceedings of AISTATS 2005, AISTATS 2005, 136-143, (Editors: Cowell, R. , Z. Ghahramani), Tenth International Workshop on Artificial Intelligence and Statistics (AI & Statistics 2005), January 2005 PDF Web BibTeX

Empirical Inference Conference Paper Kernel Constrained Covariance for Dependence Measurement Gretton, A., Smola, A., Bousquet, O., Herbrich, R., Belitski, A., Augath, M., Murayama, Y., Pauls, J., Schölkopf, B., Logothetis, N. In AISTATS 2005, Proceedings of the 10th International Workshop on Artificial Intelligence and Statistics, 112-119, (Editors: R Cowell, R and Z Ghahramani), AISTATS, January 2005 PDF Web BibTeX

Empirical Inference Talk Kernel Constrained Covariance for Dependence Measurement Gretton, A., Smola, A., Bousquet, O., Herbrich, R., Belitski, A., Augath, M., Murayama, Y., Schölkopf, B., Logothetis, N. AISTATS, January 2005 PostScript BibTeX

Empirical Inference Conference Paper Joint Kernel Maps Weston, J., Schölkopf, B., Bousquet, O. In Proceedings of the 8th International Work-Conference on Artificial Neural Networks (Computational Intelligence and Bioinspired System), Proceedings of the 8th InternationalWork-Conference on Artificial Neural Networks, LNCS 3512:176-191, (Editors: J Cabestany and A Prieto and F Sandoval), Springer, Berlin Heidelberg, Germany, IWANN, 2005 PostScript DOI BibTeX

Empirical Inference Article Moment Inequalities for Functions of Independent Random Variables Boucheron, S., Bousquet, O., Lugosi, G., Massart, P. To appear in Annals of Probability, 33:514-560, 2005 PDF BibTeX

Empirical Inference Article Theory of Classification: A Survey of Some Recent Advances Boucheron, S., Bousquet, O., Lugosi, G. ESAIM: Probability and Statistics, 9:323 , 2005 PDF DOI BibTeX

Empirical Inference Technical Report Joint Kernel Maps Weston, J., Schölkopf, B., Bousquet, O., Mann, .., Noble, W. (131), Max-Planck-Institute for Biological Cybernetics, Tübingen, November 2004 PDF BibTeX

Empirical Inference Proceedings Advanced Lectures on Machine Learning Bousquet, O., von Luxburg, U., Rätsch, G. ML Summer Schools 2003, LNAI 3176:240, Springer, Berlin, Germany, ML Summer Schools, September 2004 Web BibTeX