The SCEAS System
Navigation Menu
Introduction
Collection Based
Clustering
Ranking
Paper Based
Journals
Conferences
DB Status
Statistics
Search

Search the dblp DataBase

Title:
Author:
Olivier Bousquet: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Stéphane Boucheron, Gábor Lugosi, Olivier Bousquet
    Concentration Inequalities. [Citation Graph (0, 0)][DBLP]
    Advanced Lectures on Machine Learning, 2003, pp:208-240 [Conf]
  2. Olivier Bousquet, Stéphane Boucheron, Gábor Lugosi
    Introduction to Statistical Learning Theory. [Citation Graph (0, 0)][DBLP]
    Advanced Lectures on Machine Learning, 2003, pp:169-207 [Conf]
  3. Arthur Gretton, Olivier Bousquet, Alex J. Smola, Bernhard Schölkopf
    Measuring Statistical Dependence with Hilbert-Schmidt Norms. [Citation Graph (0, 0)][DBLP]
    ALT, 2005, pp:63-77 [Conf]
  4. Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko
    Some Local Measures of Complexity of Convex Hulls and Generalization Bounds. [Citation Graph (0, 0)][DBLP]
    COLT, 2002, pp:59-73 [Conf]
  5. Olivier Bousquet, Manfred K. Warmuth
    Tracking a Small Set of Experts by Mixing Past Posteriors. [Citation Graph (0, 0)][DBLP]
    COLT/EuroCOLT, 2001, pp:31-47 [Conf]
  6. Peter L. Bartlett, Olivier Bousquet, Shahar Mendelson
    Localized Rademacher Complexities. [Citation Graph (0, 0)][DBLP]
    COLT, 2002, pp:44-58 [Conf]
  7. Matthias Hein, Olivier Bousquet
    Maximal Margin Classification for Metric Spaces. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:72-86 [Conf]
  8. Ulrike von Luxburg, Olivier Bousquet
    Distance-Based Classification with Lipschitz Functions. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:314-328 [Conf]
  9. Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin
    On the Convergence of Spectral Clustering on Random Samples: The Normalized Case. [Citation Graph (0, 0)][DBLP]
    COLT, 2004, pp:457-471 [Conf]
  10. Laurent Zwald, Olivier Bousquet, Gilles Blanchard
    Statistical Properties of Kernel Principal Component Analysis. [Citation Graph (0, 0)][DBLP]
    COLT, 2004, pp:594-608 [Conf]
  11. Matthias Hein, Thomas Navin Lal, Olivier Bousquet
    Hilbertian Metrics on Probability Measures and Their Application in SVM?s. [Citation Graph (0, 0)][DBLP]
    DAGM-Symposium, 2004, pp:270-277 [Conf]
  12. Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
    Cascade Evaluation of Clustering Algorithms. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:574-581 [Conf]
  13. Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
    SSC: statistical subspace clustering. [Citation Graph (0, 0)][DBLP]
    EGC, 2005, pp:177-182 [Conf]
  14. Jason Weston, Bernhard Schölkopf, Olivier Bousquet
    Joint Kernel Maps. [Citation Graph (0, 0)][DBLP]
    IWANN, 2005, pp:176-191 [Conf]
  15. Joaquin Quiñonero Candela, Carl Edward Rasmussen, Fabian H. Sinz, Olivier Bousquet, Bernhard Schölkopf
    Evaluating Predictive Uncertainty Challenge. [Citation Graph (0, 0)][DBLP]
    MLCW, 2005, pp:1-27 [Conf]
  16. Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet
    SSC: Statistical Subspace Clustering. [Citation Graph (0, 0)][DBLP]
    MLDM, 2005, pp:100-109 [Conf]
  17. Jean-Yves Audibert, Olivier Bousquet
    PAC-Bayesian Generic Chaining. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  18. Olivier Bousquet, Olivier Chapelle, Matthias Hein
    Measure Based Regularization. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  19. Olivier Bousquet, André Elisseeff
    Algorithmic Stability and Generalization Performance. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:196-202 [Conf]
  20. Olivier Bousquet, Daniel J. L. Herrmann
    On the Complexity of Learning the Kernel Matrix. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:399-406 [Conf]
  21. Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin
    Limits of Spectral Clustering. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  22. Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, Bernhard Schölkopf
    Learning with Local and Global Consistency. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  23. Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf
    Ranking on Data Manifolds. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  24. Jason Weston, Fernando Pérez-Cruz, Olivier Bousquet, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf
    Feature selection and transduction for prediction of molecular bioactivity for drug design. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2003, v:19, n:6, pp:764-771 [Journal]
  25. Matthias Hein, Olivier Bousquet, Bernhard Schölkopf
    Maximal margin classification for metric spaces. [Citation Graph (0, 0)][DBLP]
    J. Comput. Syst. Sci., 2005, v:71, n:3, pp:333-359 [Journal]
  26. Olivier Bousquet, André Elisseeff
    Stability and Generalization. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2002, v:2, n:, pp:499-526 [Journal]
  27. Olivier Bousquet, André Elisseeff
    Stability and Generalization. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2002, v:2, n:, pp:499-526 [Journal]
  28. Olivier Bousquet, Manfred K. Warmuth
    Tracking a Small Set of Experts by Mixing Past Posteriors. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2002, v:3, n:, pp:363-396 [Journal]
  29. Ulrike von Luxburg, Olivier Bousquet
    Distance-Based Classification with Lipschitz Functions. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:669-695 [Journal]
  30. Ulrike von Luxburg, Olivier Bousquet, Bernhard Schölkopf
    A Compression Approach to Support Vector Model Selection. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:293-323 [Journal]
  31. Arthur Gretton, Ralf Herbrich, Alexander J. Smola, Olivier Bousquet, Bernhard Schölkopf
    Kernel Methods for Measuring Independence. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:2075-2129 [Journal]
  32. Olivier Chapelle, Vladimir Vapnik, Olivier Bousquet, Sayan Mukherjee
    Choosing Multiple Parameters for Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2002, v:46, n:1-3, pp:131-159 [Journal]
  33. Gilles Blanchard, Olivier Bousquet, Laurent Zwald
    Statistical properties of kernel principal component analysis. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2007, v:66, n:2-3, pp:259-294 [Journal]
  34. Olivier Bousquet, André Elisseeff
    Guest editorial: Learning theory. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2007, v:66, n:2-3, pp:115-118 [Journal]

  35. The Tradeoffs of Large Scale Learning. [Citation Graph (, )][DBLP]


Search in 0.012secs, Finished in 0.014secs
NOTICE1
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
NOTICE2
The rankings that are presented on this page should NOT be considered as formal since the citation info is incomplete in DBLP
 
Introduction Collection Based Clustering Ranking Paper Based Journals Conferences DB Status Statistics Search
System created by asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002