Suchergebnisse

Zeitschriftenartikel (8)

  1. 1.
    Zeitschriftenartikel
    Collobert, R.; Sinz, F.; Weston, J.; Bottou, L.: Large Scale Transductive SVMs. The Journal of Machine Learning Research 7, S. 1687 - 1712 (2006)
  2. 2.
    Zeitschriftenartikel
    Weston, J.; Leslie, C.; Ie, E.; Zhou, D.; Elisseeff, A.; Noble, W.: Semi-supervised protein classification using cluster kernels. Bioinformatics 21 (15), S. 3241 - 3247 (2005)
  3. 3.
    Zeitschriftenartikel
    Lal, T.; Schröder, M.; Hinterberger T, Weston, J.; Bogdan M, Birbaumer, N.; Schölkopf, B.: Support Vector Channel Selection in BCI. IEEE Transactions on Biomedical Engineering 51 (6), S. 1003 - 1010 (2004)
  4. 4.
    Zeitschriftenartikel
    Weston, J.; Elisseeff, A.; Zhou, D.; Leslie, C.; Noble, W.: Protein ranking: from local to global structure in the protein similarity network. Proceedings of the National Academy of Science 101 (17), S. 6559 - 6563 (2004)
  5. 5.
    Zeitschriftenartikel
    Weston, J.; Schölkopf, B.; Eskin E, Leslie, C.; Noble, W.: Dealing with large Diagonals in Kernel Matrices. Annals of the Institute of Statistical Mathematics 55 (2), S. 391 - 408 (2003)
  6. 6.
    Zeitschriftenartikel
    Mika, S.; Rätsch, G.; Weston, J.; Schölkopf, B.; Smola, A.; Müller, K.-R.: Constructing Descriptive and Discriminative Non-linear Features: Rayleigh Coefficients in Kernel Feature Spaces. IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (5), S. 623 - 628 (2003)
  7. 7.
    Zeitschriftenartikel
    Weston, J.; Perez-Cruz F, Bousquet, O.; Chapelle, O.; Elisseeff, A.; Schölkopf, B.: Feature selection and transduction for prediction of molecular bioactivity for drug design. Bioinformatics 19 (6), S. 764 - 771 (2003)
  8. 8.
    Zeitschriftenartikel
    Weston, J.; Elisseeff, A.; Schölkopf, B.; Tipping, M.: Use of the Zero-Norm with Linear Models and Kernel Methods. Journal of Machine Learning Research 3, S. 1439 - 1461 (2003)

Buch (1)

  1. 9.
    Buch
    Bottou, L.; Chapelle, O.; DeCoste, D.; Weston, J.: Large-Scale Kernel Machines. MIT Press, Cambridge, MA, USA (2007), 396 S.

Buchkapitel (6)

  1. 10.
    Buchkapitel
    Weston, J.; Bakir, G.; Bousquet, O.; Mann, T.; Noble, W.; Schölkopf, B.: Joint Kernel Maps. In: Predicting Structured Data, S. 67 - 84 (Hg. Bakır, G.; Hofmann, T.; Schölkopf, B.; Smola, A.; Taskar, B. et al.). MIT Press, Cambridge, MA, USA (2007)
  2. 11.
    Buchkapitel
    Collobert, R.; Sinz, F.; Weston, J.; Bottou, L.: Trading Convexity for Scalability. In: Large Scale Kernel Machines, S. 275 - 300 (Hg. Bottou, L.; Chapelle, O.; DeCoste, D.; Weston, J.). MIT Press, Cambridge, MA, USA (2007)
  3. 12.
    Buchkapitel
    BakIr, G.; Schölkopf, B.; Weston, J.: On the Pre-Image Problem in Kernel Methods. In: Kernel Methods in Bioengineering, Signal and Image Processing, S. 284 - 302 (Hg. Camps-Valls, G.; Rojo-Álvarez, J.; Martínez-Ramón, M.). Idea Group Publishing, Hershey, PA, USA (2007)
  4. 13.
    Buchkapitel
    Lal, T.; Chapelle, O.; Weston, J.; Elisseeff, A.: Embedded methods. In: Feature Extraction: Foundations and Applications, S. 137 - 165 (Hg. Guyon, I.; Gunn, S.; Nikravesh, M.; Zadeh, L.). Springer, Berlin, Germany (2006)
  5. 14.
    Buchkapitel
    Perez-Cruz, F.; Weston, J.; Herrmann, D.; Schölkopf, B.: Extension of the nu-SVM range for classification. In: (2003)
  6. 15.
    Buchkapitel
    Schölkopf, B.; Guyon, I.; Weston, J.: Statistical Learning and Kernel Methods in Bioinformatics. In: (2003)

Konferenzbeitrag (19)

  1. 16.
    Konferenzbeitrag
    Collobert, R.; Sinz, F.; Weston, J.; Bottou, L.: Trading Convexity for Scalability. In: ICML '06: Proceedings of the 23rd International Conference on Machine Learning, S. 201 - 208 (Hg. Cohen, W.; Moore, A.). 23rd International Conference on Machine Learning (ICML 2006), Pittsburgh, PA, USA, 25. Juni 2006 - 29. Juni 2006. ACM Press, New York, NY, USA (2006)
  2. 17.
    Konferenzbeitrag
    Weston, J.; Collobert, R.; Sinz, F.; Bottou, L.; Vapnik, V.: Inference with the Universum. In: ICML '06: Proceedings of the 23rd International Conference on Machine Learning, S. 1009 - 1016 (Hg. Cohen, W.; Moore, A.). 23rd International Conference on Machine Learning (ICML 2006), Pittsburgh, PA, USA, 25. Juni 2006 - 29. Juni 2006. ACM Press, New York, NY, USA (2006)
  3. 18.
    Konferenzbeitrag
    Bakir, G.; Bottou, L.; Weston, J.: Breaking SVM Complexity with Cross-Training. Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada. Advances in Neural Information Processing Systems, S. 81 - 88 (2005)
  4. 19.
    Konferenzbeitrag
    Weston, J.; Schölkopf, B.; Bousquet, O.: Joint Kernel Maps. In: IWANN 2005, S. 176 - 191. IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain. Springer-Verlag, Berlin Heidelberg, Germany (2005)
  5. 20.
    Konferenzbeitrag
    Bakir, G.; Weston, J.; Schölkopf, B.: Learning to Find Pre-Images. Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), Vancouver, BC, Canada. Advances in Neural Information Processing Systems, S. 449 - 456 (2004)
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