Publikationen von O Bousquet

Konferenzbeitrag (21)

41.
Konferenzbeitrag
Bousquet, O.; Elisseeff, A.: Algorithmic Stability and Generalization Performance. In: Advances in Neural Information Processing Systems 13, S. 196 - 202 (Hg. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, 27. November 2000 - 02. Dezember 2000. MIT Press, Cambridge, MA, USA (2001)

Vortrag (8)

42.
Vortrag
Bousquet, O.: Advanced Statistical Learning Theory. Machine Learning Summer School (MLSS 2004), Berder, France (2004)
43.
Vortrag
Bousquet, O.: Introduction to Category Theory. Max Planck Institute for Biological Cybernetics: Internal Seminar, Tübingen, Germany (2004)
44.
Vortrag
Bousquet, O.: Remarks on Statistical Learning Theory. 3rd Machine Learning Summer School (MLSS 2003), Tübingen, Germany (2003)
45.
Vortrag
Bousquet, O.: Statistical Learning Theory. 3rd Machine Learning Summer School (MLSS 2003), Tübingen, Germany (2003)
46.
Vortrag
Bousquet, O.: Rademacher and Gaussian averages in Learning Theory. Université Paris-Est Marne-la-Vallée, Champs-sur-Marne, France (2003)
47.
Vortrag
Bousquet, O.; Schölkopf, B.: Statistical Learning Theory. Interdisziplinäres Kolleg Günne 2003: Applications, Brains and Computers, Günne, Germany (2003)
48.
Vortrag
Bousquet, O.: Concentration Inequalities and Data-Dependent Error Bounds. Friedrich-Schiller-Universität, Jena, Germany (2003)
49.
Vortrag
Bousquet, O.: Transductive Learning: Motivation, Models, Algorithms. University of New Mexico, Albuquerque, NM, USA (2002)

Poster (2)

50.
Poster
Gretton, A.; Smola, A.; Bousquet, O.; Herbrich, R.; Belitski, A.; Augath, M.; Murayama, Y.; Pauls, J.; Schölkopf, B.; Logothetis, N.: Kernel-based dependence detection in the Macaque visual cortex. Computational and Systems Neuroscience Meeting (COSYNE 2005), Salt Lake City, UT, USA (2005)
51.
Poster
Gretton, A.; Smola, A.; Bousquet, O.; Herbrich, R.; Belitski, A.; Augath, M.; Murayama, Y.; Pauls, J.; Schölkopf, B.; Logothetis, N.: Kernel-based measures of dependence in the Macaque visual cortex. Computational and Systems Neuroscience Meeting (COSYNE 2005), Salt Lake City, UT, USA (2005)

Hochschulschrift - Doktorarbeit (1)

52.
Hochschulschrift - Doktorarbeit
Bousquet, O.: Concentration Inequalities and Empirical Processes Theory Applied to the Analysis of Learning Algorithms. Dissertation, 235 S., École Polytechnique: Department of Applied Mathematics, Paris, France (2002)

Bericht (11)

53.
Bericht
Gretton, A.; Bousquet, O.; Smola, A.; Schölkopf, B.: Measuring Statistical Dependence with Hilbert-Schmidt Norms (Technical Report of the Max Planck Institute for Biological Cybernetics, 140). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2005), 16 S.
54.
Bericht
von Luxburg, U.; Belkin, M.; Bousquet, O.: Consistency of Spectral Clustering (Technical Report of the Max Planck Institute for Biological Cybernetics, 134). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2004), 34 S.
55.
Bericht
Weston, J.; Schölkopf, B.; Bousquet, O.; Mann; Noble, W.: Joint Kernel Maps (Technical Report of the Max Planck Institute for Biological Cybernetics, 131). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2004), 9 S.
56.
Bericht
Gretton, A.; Smola, A.; Bousquet, O.; Herbrich, R.; Schölkopf, B.; Logothetis, N.: Behaviour and Convergence of the Constrained Covariance (Technical Report of the Max Planck Institute for Biological Cybernetics, 130). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2004), 18 S.
57.
Bericht
Hein, M.; Bousquet, O.: Hilbertian Metrics and Positive Definite Kernels on Probability Measures (Max Planck Institute for Biological Cybernetics, 126). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2004), 8 S.
58.
Bericht
Hein, M.; Bousquet, O.: Kernels, Associated Structures and Generalizations (Technical Report of the Max Planck Institute for Biological Cybernetics, 127). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2004), 14 S.
59.
Bericht
Zhou, D.; Bousquet, O.; Lal, T.; Weston, J.; Schölkopf, B.: Learning with Local and Global Consistency (Technical Report of the Max Planck Institute for Biological Cybernetics, 112). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 8 S.
60.
Bericht
Zhou, D.; Weston, J.; Gretton, A.; Bousquet, O.; Schölkopf, B.: Ranking on Data Manifolds (Technical Report of the Max Planck Institute for Biological Cybernetics, 113). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 8 S.
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