Empirical Inference Article Stability and Generalization Bousquet, O., Elisseeff, A. Journal of Machine Learning Research, 2:499-526, 2002 PDF PostScript BibTeX

Empirical Inference Article Tracking a Small Set of Experts by Mixing Past Posteriors Bousquet, O., Warmuth, M. Journal of Machine Learning Research, 3:363-396, (Editors: Long, P.), 2002 PDF PostScript BibTeX

Empirical Inference Conference Paper Algorithmic Stability and Generalization Performance Bousquet, O., Elisseeff, A. In Advances in Neural Information Processing Systems, Advances in Neural Information Processing Systems 13, 196-202, (Editors: Leen, T.K. , T.G. Dietterich, V. Tresp), MIT Press, Cambridge, MA, USA, Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), April 2001 PDF Web BibTeX

Empirical Inference Technical Report KDD Cup 2001 data analysis: prediction of molecular bioactivity for drug design – Binding to Thrombin Weston, J., Perez-Cruz, F., Bousquet, O., Chapelle, O., Elisseeff, A., Schölkopf, B. BIOwulf, 2001 Web BibTeX

Empirical Inference Conference Paper Tracking a Small Set of Experts by Mixing Past Posteriors Bousquet, O., Warmuth, M. In Proceedings of the 14th Annual Conference on Computational Learning Theory, Lecture Notes in Computer Science, 2111:31-47, Proceedings of the 14th Annual Conference on Computational Learning Theory, Lecture Notes in Computer Science, 2001 PDF PostScript BibTeX

Empirical Inference Thesis Apprentissage Automatique et Simplicite Bousquet, O. Biologische Kybernetik, 1999, In french PostScript BibTeX

Empirical Inference Conference Paper Is the Hippocampus a Kalman Filter? Bousquet, O., Balakrishnan, K., Honavar, V. In Proceedings of the Pacific Symposium on Biocomputing, 3:619-630, Proceedings of the Pacific Symposium on Biocomputing, 1999 BibTeX

Empirical Inference Article Spatial Learning and Localization in Animals: A Computational Model and Its Implications for Mobile Robots Balakrishnan, K., Bousquet, O., Honavar, V. Adaptive Behavior, 7(2):173-216, 1999 BibTeX