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Konferenzbeitrag (204)

  1. 321.
    Konferenzbeitrag
    Smola, A.; Schölkopf, B.: Sparse greedy matrix approximation for machine learning. In: Seventeenth International Conference on Machine Learning (ICML 2000), S. 911 - 918 (Hg. Langley, P.). Seventeenth International Conference on Machine Learning (ICML 2000), Stanford, CA, USA, 29. Juni 2000 - 02. Juli 2000. Morgan Kaufmann, San Francisco, CA, USA (2000)
  2. 322.
    Konferenzbeitrag
    Williamson, R.; Smola, A.; Schölkopf, B.: Entropy Numbers of Linear Function Classes. In: 13th Annual Conference on Computational Learning Theory (COLT 2000), S. 309 - 309 (Hg. Cesa-Bianchi, N.; Goldman, S.). 13th Annual Conference on Computational Learning Theory (COLT 2000), Palo Alto, CA, USA, 28. Juni 2000 - 01. Juli 2000. Morgan Kaufmann, an Francisco, CA, USA (2000)
  3. 323.
    Konferenzbeitrag
    Mika, S.; Rätsch, G.; Weston, J.; Schölkopf, B.; Smola, A.; Müller, K.-R.: Invariant feature extraction and classification in kernel spaces. In: Advances in Neural Information Processing Systems 12, S. 526 - 532 (Hg. Solla, S.; Leen, T.). Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, 29. November 2000 - 04. Dezember 2000. MIT Press, Cambridge, MA, USA (2000)
  4. 324.
    Konferenzbeitrag
    Rätsch, G.; Schölkopf, B.; Smola, A.; Müller, K.-R.; Mika, S.: v-Arc: Ensemble Learning in the Presence of Outliers. In: Advances in Neural Information Processing Systems 12, S. 561 - 567 (Hg. Solla, S.; Leen, T.; Müller, K.). Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, 29. November 2000 - 04. Dezember 2000. MIT Press, Cambridge, MA, USA (2000)
  5. 325.
    Konferenzbeitrag
    Schölkopf, B.; Williamson , R.; Smola, A.; Shawe-Taylor, J.; Platt, J.: Support vector method for novelty detection. In: Advances in Neural Information Processing Systems 12, S. 582 - 588 (Hg. Solla, S.; Leen, T.; Müller, K.). Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, 29. November 2000 - 04. Dezember 2000. MIT Press, Cambridge, MA, USA (2000)
  6. 326.
    Konferenzbeitrag
    Smola, A.; Shawe-Taylor, J.; Schölkopf, B.; Williamson, R.: The entropy regularization information criterion. Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, 29. November 2000 - 04. Dezember 2000. Advances in Neural Information Processing Systems 12, S. 342 - 348 (2000)
  7. 327.
    Konferenzbeitrag
    Rätsch, G.; Schölkopf, B.; Smola AJ, Mika S, Onoda, T.; Müller, K.-R.: Robust Ensemble Learning for Data Mining. In: Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining, S. 341 - 341. Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining. (2000)
  8. 328.
    Konferenzbeitrag
    Mika, S.; Schölkopf, B.; Smola, A.; Müller, K.; Scholz, M.; Rätsch, G.: Kernel PCA and De-noising in feature spaces. Twelfth Annual Conference on Neural Information Processing Systems (NIPS 1998), Denver, CO, USA, 30. November 1998 - 05. Dezember 1998. Advances in Neural Information Processing Systems 11, S. 536 - 542 (1999)
  9. 329.
    Konferenzbeitrag
    Schölkopf, B.; Bartlett, P.; Smola, A.; Williamson, R.: Shrinking the tube: a new support vector regression algorithm. In: Advances in Neural Information Processing Systems 11, S. 330 - 336 (Hg. Kearns, M.; Solla, S.; Cohn, D.). Twelfth Annual Conference on Neural Information Processing Systems (NIPS 1998), Denver, CO, USA, 30. November 1998 - 05. Dezember 1998. MIT Press, Cambridge, MA, USA (1999)
  10. 330.
    Konferenzbeitrag
    Smola, A.; Friess, T.; Schölkopf, B.: Semiparametric support vector and linear programming machines. In: Advances in Neural Information Processing Systems 11, S. 585 - 591 (Hg. Kearns, M.; Solla, S.; Cohn, D.). Twelfth Annual Conference on Neural Information Processing Systems (NIPS 1998), Denver, CO, USA, 30. November 1998 - 05. Dezember 1998. MIT Press, Cambridge, MA, USA (1999)
  11. 331.
    Konferenzbeitrag
    Graepel, T.; Herbrich R, Schölkopf, B.; Smola AJ, Bartlett P, Müller K, Obermayer, K.; Williamson, R.: Classification on proximity data with LP-machines. In: Ninth International Conference on Artificial Neural Networks, S. 304 - 309. Ninth International Conference on Artificial Neural Networks. (1999)
  12. 332.
    Konferenzbeitrag
    Mika, S.; Rätsch, G.; Weston, J.; Schölkopf, B.; Müller, K.-R.: Fisher discriminant analysis with kernels. In: Neural Networks for Signal Processing, S. 41 - 48. Neural Networks for Signal Processing. (1999)
  13. 333.
    Konferenzbeitrag
    Schölkopf, B.; Shawe-Taylor J, Smola, A.; Williamson, R.: Kernel-dependent support vector error bounds. In: Ninth International Conference on Artificial Neural Networks, S. 103. Ninth International Conference on Artificial Neural Networks. (1999)
  14. 334.
    Konferenzbeitrag
    Smola, A.; Schölkopf, B.; Rätsch, G.: Linear programs for automatic accuracy control in regression. In: Ninth International Conference on Artificial Neural Networks, S. 575. Ninth International Conference on Artificial Neural Networks. (1999)
  15. 335.
    Konferenzbeitrag
    Smola, A.; Williamson RC, Mika, S.; Schölkopf, B.: Regularized principal manifolds. In: Computational Learning Theory: 4th European Conference, S. 214. Computational Learning Theory: 4th European Conference. (1999)
  16. 336.
    Konferenzbeitrag
    Vannerem, P.; Müller K-R, Smola AJ, Schölkopf, B.; Söldner-Rembold, S.: Classifying LEP data with support vector algorithms. Artificial Intelligence in High Energy Nuclear Physics 99. Artificial Intelligence in High Energy Nuclear Physics 99, (1999)
  17. 337.
    Konferenzbeitrag
    Williamson, R.; Smola, A.; Schölkopf, B.: Entropy numbers, operators and support vector kernels. In: Computational Learning Theory: 4th European Conference, S. 285. Computational Learning Theory: 4th European Conference. (1999)
  18. 338.
    Konferenzbeitrag
    Franz, M.; Schölkopf, B.; Mallot, H.; Bülthoff, H.; Zell, A.: Navigation mit Schnappschüssen. 20th DAGM-Symposium, Stuttgart, Germany. Mustererkennung 1998. Proceedings of the 20th DAGM-Symposium,(Eds.) P. Levi, R.-J. Ahlers, F. May, M. Schanz. Springer, Berlin, S. 421 - 428 (1998)
  19. 339.
    Konferenzbeitrag
    Schölkopf, B.; Simard P, Smola, A.; Vapnik, V.: Prior knowledge in support vector kernels. Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Denver, CO, USA. Advances in Neural Information Processing Systems, S. 640 - 646 (1998)
  20. 340.
    Konferenzbeitrag
    Smola, A.; Schölkopf, B.: From regularization operators to support vector kernels. Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Denver, CO, USA. Advances in Neural Information Processing Systems, S. 343 - 349 (1998)
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