Empirical Inference Technical Report Hilbertian Metrics and Positive Definite Kernels on Probability Measures Hein, M., Bousquet, O. (126), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 PDF BibTeX

Empirical Inference Technical Report Kernels, Associated Structures and Generalizations Hein, M., Bousquet, O. (127), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 PDF BibTeX

Empirical Inference Article Distance-Based Classification with Lipschitz Functions von Luxburg, U., Bousquet, O. Journal of Machine Learning Research, 5:669-695, June 2004 PDF PostScript PDF BibTeX

Empirical Inference Conference Paper Learning with Local and Global Consistency Zhou, D., Bousquet, O., Lal, T., Weston, J., Schölkopf, B. In Advances in Neural Information Processing Systems, Advances in Neural Information Processing Systems 16, 321-328, (Editors: S Thrun and LK Saul and B Schölkopf), MIT Press, Cambridge, MA, USA, 17th Annual Conference on Neural Information Processing Systems (NIPS 2003), June 2004 PDF Web BibTeX

Empirical Inference Conference Paper Measure Based Regularization Bousquet, O., Chapelle, O., Hein, M. In Advances in Neural Information Processing Systems, Advances in Neural Information Processing Systems 16, 1221-1228, (Editors: Thrun, S., L. Saul, B. Schölkopf), MIT Press, Cambridge, MA, USA, Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), June 2004 PDF Web BibTeX

Empirical Inference Conference Paper PAC-Bayesian Generic Chaining Audibert, J., Bousquet, O. In Advances in Neural Information Processing Systems 16, Advances in Neural Information Processing Systems 16, 1125-1132 , (Editors: Thrun, S., L.K. Saul, B. Schölkopf), MIT Press, Cambridge, MA, USA, Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), June 2004 PDF Web BibTeX

Empirical Inference Conference Paper Ranking on Data Manifolds Zhou, D., Weston, J., Gretton, A., Bousquet, O., Schölkopf, B. In Advances in Neural Information Processing Systems, Advances in neural information processing systems 16, 169-176, (Editors: S Thrun and L Saul and B Schölkopf), MIT Press, Cambridge, MA, USA, 17th Annual Conference on Neural Information Processing Systems (NIPS 2003), June 2004 PDF Web BibTeX

Empirical Inference Article A Compression Approach to Support Vector Model Selection von Luxburg, U., Bousquet, O., Schölkopf, B. Journal of Machine Learning Research, 5:293-323, April 2004 PDF BibTeX

Empirical Inference Talk Introduction to Category Theory Bousquet, O. Internal Seminar, January 2004 PDF BibTeX

Empirical Inference Talk Advanced Statistical Learning Theory Bousquet, O. Machine Learning Summer School, 2004 PDF BibTeX