The SCEAS System
Navigation Menu

Search the dblp DataBase

Title:
Author:

Stéphane Canu: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu
    Kernel Basis Pursuit. [Citation Graph (0, 0)][DBLP]
    CAP, 2005, pp:93-106 [Conf]
  2. Gaëlle Loosli, Sans-Goog Lee, Stéphane Canu
    Détection de contexte par l'apprentissage. [Citation Graph (0, 0)][DBLP]
    CAP, 2005, pp:111-112 [Conf]
  3. Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu
    Kernel Basis Pursuit. [Citation Graph (0, 0)][DBLP]
    ECML, 2005, pp:146-157 [Conf]
  4. Stéphane Canu, Alexander J. Smola
    Kernel methods and the exponential family. [Citation Graph (0, 0)][DBLP]
    ESANN, 2005, pp:447-454 [Conf]
  5. Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu
    Translation invariant classification of non-stationary signals. [Citation Graph (0, 0)][DBLP]
    ESANN, 2005, pp:473-478 [Conf]
  6. Yves Grandvalet, Stéphane Canu
    Adaptive Noise Injection for Input Variables Relevance Determination. [Citation Graph (0, 0)][DBLP]
    ICANN, 1997, pp:463-468 [Conf]
  7. Alain Rakotomamonjy, Stéphane Canu
    Frame Kernels for Learning. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:707-712 [Conf]
  8. Skander Soltani, Stéphane Canu, Daniel Boichu, Yves Grandvalet
    Wavelet Frames Based Estimator. [Citation Graph (0, 0)][DBLP]
    ICANN, 1997, pp:319-324 [Conf]
  9. Quoc V. Le, Alexander J. Smola, Stéphane Canu
    Heteroscedastic Gaussian process regression. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:489-496 [Conf]
  10. Cheng Soon Ong, Xavier Mary, Stéphane Canu, Alexander J. Smola
    Learning with non-positive kernels. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  11. Thibault Langlois, Stéphane Canu
    B-Learning: A Reinforcement Learning Algorithm, Comparison with Dynamic Programming. [Citation Graph (0, 0)][DBLP]
    IWANN, 1993, pp:261-266 [Conf]
  12. Yves Grandvalet, Stéphane Canu
    Adaptive Scaling for Feature Selection in SVMs. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:553-560 [Conf]
  13. Yves Grandvalet, Stéphane Canu
    Outcomes of the Equivalence of Adaptive Ridge with Least Absolute Shrinkage. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:445-451 [Conf]
  14. Bruno Grilheres, Christophe Beauce, Stéphane Canu, Stephan Brunessaux
    A Platform for Semantic Annotations and Ontology Population Using Conditional Random Fields. [Citation Graph (0, 0)][DBLP]
    Web Intelligence, 2005, pp:790-793 [Conf]
  15. Mikhail F. Kanevski, Roman Parkin, Aleksey Pozdnukhov, Vadim Timonin, Michel Maignan, Vasiliy V. Demyanov, Stéphane Canu
    Environmental data mining and modeling based on machine learning algorithms and geostatistics. [Citation Graph (0, 0)][DBLP]
    Environmental Modelling and Software, 2004, v:19, n:9, pp:845-855 [Journal]
  16. Stéphane Canu, Alexander J. Smola
    Kernel methods and the exponential family. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:7-9, pp:714-720 [Journal]
  17. Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu
    Translation-invariant classification of non-stationary signals. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:7-9, pp:743-753 [Journal]
  18. Icham Sefion, Abdel Ennaji, Marc Gailhardou, Stéphane Canu
    Aide à la décision médicale Contribution pour la prise en charge de l'asthme. [Citation Graph (0, 0)][DBLP]
    Ingénierie des Systèmes d'Information, 2003, v:8, n:1, pp:11-32 [Journal]
  19. Alain Rakotomamonjy, Stéphane Canu
    Frames, Reproducing Kernels, Regularization and Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:1485-1515 [Journal]
  20. Gaëlle Loosli, Stéphane Canu
    Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets". [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2007, v:8, n:, pp:291-301 [Journal]
  21. Yves Grandvalet, Stéphane Canu, Stéphane Boucheron
    Noise Injection: Theoretical Prospects. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1997, v:9, n:5, pp:1093-1108 [Journal]
  22. Skander Soltani, Daniel Boichu, Patrice X. Simard, Stéphane Canu
    The long-term memory prediction by multiscale decomposition. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2000, v:80, n:10, pp:2195-2205 [Journal]
  23. Alain Rakotomamonjy, Francis Bach, Stéphane Canu, Yves Grandvalet
    More efficiency in multiple kernel learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:775-782 [Conf]
  24. Gaëlle Loosli, Gilles Gasso, Stéphane Canu
    Regularization Paths for nu -SVM and nu -SVR. [Citation Graph (0, 0)][DBLP]
    ISNN (3), 2007, pp:486-496 [Conf]

  25. Computing and stopping the solution paths for $\nu$-SVR. [Citation Graph (, )][DBLP]


  26. Estimation of tangent planes for neighborhood graph correction. [Citation Graph (, )][DBLP]


  27. Regularization path for Ranking SVM. [Citation Graph (, )][DBLP]


  28. Sparsity regularization path for semi-supervised SVM. [Citation Graph (, )][DBLP]


  29. Support Vector Machines with a Reject Option. [Citation Graph (, )][DBLP]


Search in 0.003secs, Finished in 0.004secs
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
 
System created by asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002