Publications of B Schölkopf
All genres
Conference Paper (212)
321.
Conference Paper
Entropy Numbers of Linear Function Classes. In: 13th Annual Conference on Computational Learning Theory (COLT 2000), p. 309 - 309 (Eds. Cesa-Bianchi, N.; Goldman, S.). 13th Annual Conference on Computational Learning Theory (COLT 2000), Palo Alto, CA, USA, June 28, 2000 - July 01, 2000. Morgan Kaufmann, an Francisco, CA, USA (2000)
322.
Conference Paper
Invariant feature extraction and classification in kernel spaces. In: Advances in Neural Information Processing Systems 12, pp. 526 - 532 (Eds. Solla, S.; Leen, T.). Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, November 29, 2000 - December 04, 2000. MIT Press, Cambridge, MA, USA (2000)
323.
Conference Paper
v-Arc: Ensemble Learning in the Presence of Outliers. In: Advances in Neural Information Processing Systems 12, pp. 561 - 567 (Eds. Solla, S.; Leen, T.; Müller, K.). Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, November 29, 2000 - December 04, 2000. MIT Press, Cambridge, MA, USA (2000)
324.
Conference Paper
Support vector method for novelty detection. In: Advances in Neural Information Processing Systems 12, pp. 582 - 588 (Eds. Solla, S.; Leen, T.; Müller, K.). Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, November 29, 2000 - December 04, 2000. MIT Press, Cambridge, MA, USA (2000)
325.
Conference Paper
The entropy regularization information criterion. Thirteenth Annual Neural Information Processing Systems Conference (NIPS 1999), Denver, CO, USA, November 29, 2000 - December 04, 2000. Advances in Neural Information Processing Systems 12, pp. 342 - 348 (2000)
326.
Conference Paper
Robust Ensemble Learning for Data Mining. In: Knowledge Discovery and Data Mining. Current Issues and New Applications: 4th Pacific-Asia Conference, PAKDD 2000, Kyoto, Japan, April 18–20, 2000, pp. 341 - 344 (Eds. Terano, T.; Liu, H.; Chen, A.). Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2000), Kyoto, Japan, April 18, 2000 - April 20, 2000. Springer, Berlin, Germany (2000)
327.
Conference Paper
Classification on proximity data with LP-machines. In: Ninth International Conference on Artificial Neural Networks ICANN 99, pp. 304 - 309. Ninth International Conference on Artificial Neural Networks (ICANN 1999), Edinburgh, UK, September 07, 1999 - September 10, 1999. Institute of Electrical Engineers, London, UK (1999)
328.
Conference Paper
Kernel-dependent support vector error bounds. In: Ninth International Conference on Artificial Neural Networks ICANN 99, pp. 103 - 108. Ninth International Conference on Artificial Neural Networks (ICANN 1999), Edinburgh, UK, September 07, 1999 - September 10, 1999. Institute of Electrical Engineers, London, UK (1999)
329.
Conference Paper
Linear programs for automatic accuracy control in regression. In: Ninth International Conference on Artificial Neural Networks ICANN 99, pp. 575 - 580. Ninth International Conference on Artificial Neural Networks ICANN 1999), Edinburgh, UK, September 07, 1999 - September 10, 1999. Institute of Electrical Engineers, London, UK (1999)
330.
Conference Paper
Fisher discriminant analysis with kernels. In: Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop, pp. 41 - 48. 1999 IEEE Signal Processing Society Workshop, Madison, WI, USA, August 25, 1999. IEEE, Piscataway, NJ, USA (1999)
331.
Conference Paper
Kernel PCA and De-noising in feature spaces. Twelfth Annual Conference on Neural Information Processing Systems (NIPS 1998), Denver, CO, USA, November 30, 1998 - December 05, 1998. Advances in Neural Information Processing Systems 11, pp. 536 - 542 (1999)
332.
Conference Paper
Shrinking the tube: a new support vector regression algorithm. In: Advances in Neural Information Processing Systems 11, pp. 330 - 336 (Eds. Kearns, M.; Solla, S.; Cohn, D.). Twelfth Annual Conference on Neural Information Processing Systems (NIPS 1998), Denver, CO, USA, November 30, 1998 - December 05, 1998. MIT Press, Cambridge, MA, USA (1999)
333.
Conference Paper
Semiparametric support vector and linear programming machines. In: Advances in Neural Information Processing Systems 11, pp. 585 - 591 (Eds. Kearns, M.; Solla, S.; Cohn, D.). Twelfth Annual Conference on Neural Information Processing Systems (NIPS 1998), Denver, CO, USA, November 30, 1998 - December 05, 1998. MIT Press, Cambridge, MA, USA (1999)
334.
Conference Paper
Classifying LEP data with support vector algorithms. In: 6th International Workshop on New Computing Techniques in Physics Research: Software Engineering, Artificial Intelligence Neural Nets, Genetic Algorithms, Symbolic Algebra, Automatic Calculation (AIHENP 1999), pp. 1 - 7. 6th International Workshop on New Computing Techniques in Physics Research: Software Engineering, Artificial Intelligence Neural Nets, Genetic Algorithms, Symbolic Algebra, Automatic Calculation (AIHENP 1999), Heraklion, Greece, April 12, 1999 - April 16, 1999. (1999)
335.
Conference Paper
Regularized principal manifolds. In: Computational Learning Theory: 4th European Conference, EuroCOLT’99 Nordkirchen, Germany, March 29–31, 1999, pp. 214 - 229 (Eds. Fischer, P.; Simon, H.). 4th European Conference on Computational Learning Theory (EuroCOLT 1999), Nordkirchen, Germany, March 29, 1999 - March 31, 1999. Springer, Berlin, Germany (1999)
336.
Conference Paper
Entropy numbers, operators and support vector kernels. In: Computational Learning Theory: 4th European Conference, EuroCOLT’99 Nordkirchen, Germany, March 29–31, 1999, pp. 285 - 299 (Eds. Fischer, R.; Simon, H.). 4th European Conference on Computational Learning Theory (EuroCOLT 1999), Nordkirchen, Germany, March 29, 1999 - March 31, 1999. Springer, Berlin, Germany (1999)
337.
Conference Paper
Schölkopf, B.; Burges, C.; Smola, A.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Breckenridge, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1999)
Using support vector machines for time series prediction. In: Advances in kernel methods: support vector learning, pp. 243 - 253 (Eds. 338.
Conference Paper
Schölkopf, B.; Burges, C.; Smola, A.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Breckenridge, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1999)
Introduction to support vector learning. In: Advances in kernel methods: support vector learning, pp. 1 - 15 (Eds. 339.
Conference Paper
Schölkopf, B.; Burges, C.; Smola, A.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Breckenridge, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1999)
Roadmap. In: Advances in kernel methods: support vector learning, pp. 17 - 22 (Eds. 340.
Conference Paper
Schölkopf, B.; Burges, C.; Smola, A.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Breckenridge, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1999)
Kernel principal component analysis. In: Advances in kernel methods: support vector learning, pp. 327 - 352 (Eds.