Publications of B Schölkopf

Conference Paper (214)

341.
Conference Paper
Müller, K.-R.; Smola, A.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.: Using support vector machines for time series prediction. In: Advances in kernel methods: support vector learning, pp. 243 - 253 (Eds. 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)
342.
Conference Paper
Schölkopf, B.; Burges, C.; Smola, A.: Roadmap. In: Advances in kernel methods: support vector learning, pp. 17 - 22 (Eds. 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)
343.
Conference Paper
Schölkopf, B.; Burges, C.; Smola, A.: Introduction to support vector learning. In: Advances in kernel methods: support vector learning, pp. 1 - 15 (Eds. 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)
344.
Conference Paper
Schölkopf, B.; Smola, A.; Müller, K.-R.: Kernel principal component analysis. In: Advances in kernel methods: support vector learning, pp. 327 - 352 (Eds. 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)
345.
Conference Paper
Williamson, R.; Smola, A.; Schölkopf, B.: Entropy numbers, operators and support vector kernels. In: Advances in kernel methods: support vector learning, pp. 127 - 144 (Eds. 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)
346.
Conference Paper
Franz, M.; Schölkopf, B.; Mallot, H.; Bülthoff, H.; Zell, A.: Navigation mit Schnappschüssen. In: Mustererkennung 1998: 20. DAGM-Symposium Stuttgart, 29. September – 1. Oktober 1998, pp. 421 - 428 (Eds. Levi, P.; Ahlers, R.-J.; May, F.; Schanz, M.). 20th DAGM-Symposium, Stuttgart, Germany, September 29, 1998 - October 01, 1998. Springer, Berlin, Germany (1998)
347.
Conference Paper
Schölkopf, B.; Knirsch, P.; Smola, A.; Burges, C.: Fast approximation of support vector kernel expansions, and an interpretation of clustering as approximation in feature spaces. In: Mustererkennung 1998: 20. DAGM-Symposium Stuttgart, 29. September – 1. Oktober 1998, pp. 125 - 132 (Eds. Levi, R.; Schanz, M.; Ahlers, R.-J.; May, F.). 20th DAGM-Symposium, Stuttgart, Germany, September 29, 1998 - October 01, 1998. Springer, Berlin, Germany (1998)
348.
Conference Paper
Schölkopf, B.; Bartlett, P.; Smola, A.; Williamson, R.: Support vector regression with automatic accuracy control. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 111 - 116 (Eds. Niklasson, L.; Bodén, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, London, UK (1998)
349.
Conference Paper
Schölkopf, B.; Mika, S.; Smola, A.; Rätsch, G.; Müller, K.-R.: Kernel PCA pattern reconstruction via approximate pre-images. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 147 - 152 (Eds. Niklasson, L.; Bodén, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, London, UK (1998)
350.
Conference Paper
Smola, A.; Murata, N.; Schölkopf, B.; Müller, K.-R.: Asymptotically optimal choice of varepsilon-loss for support vector machines. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 105 - 110 (Eds. Niklasson, L.; Boden, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, Berlin, Germany (1998)
351.
Conference Paper
Smola, A.; Murata, N.; Schölkopf, B.; Müller, K.-R.: Asymptotically Optimal Choice of ε-Loss for Support Vector Machines. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 105 - 110 (Eds. Niklasson, L.; Bodén, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, London, UK (1998)
352.
Conference Paper
Smola, A.; Schölkopf, B.; Müller, K.-R.: Convex Cost Functions for Support Vector Regression. In: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998, pp. 99 - 104 (Eds. Niklasson, L.; Bodén, M.; Ziemke, T.). 8th International Conference on Artificial Neural Networks (ICANN 1998), Skövde, Sweden, September 02, 1998 - September 04, 1998. Springer, London, UK (1998)
353.
Conference Paper
Schölkopf, B.; Simard, P.; Smola, A.; Vapnik, V.: Prior knowledge in support vector kernels. In: Advances in Neural Information Processing Systems 10, pp. 640 - 646 (Eds. Jordan, M.; Kearns, M.; Solla, S.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Denver, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1998)
354.
Conference Paper
Smola, A.; Schölkopf, B.: From regularization operators to support vector kernels. In: Advances in Neural Information Processing Systems 10, pp. 343 - 349 (Eds. Jordan, M.; Kearns, M.; Solla, S.). Eleventh Annual Conference on Neural Information Processing (NIPS 1997), Denver, CO, USA, December 01, 1997 - December 06, 1997. MIT Press, Cambridge, MA, USA (1998)
355.
Conference Paper
Schölkopf, B.; Smola, A.; Müller, K.-R.; Burges, C.; Vapnik, V.: Support Vector methods in learning and feature extraction. In: Ninth Australian Conference on Neural Networks (ACNN 1998), pp. 72 - 78 (Eds. Downs, T.; Frean, M.; Gallagher, M.). Ninth Australian Conference on Neural Networks (ACNN 1998), Brisbane, Australia, February 11, 1998 - February 13, 1998. St. Lucia (1998)
356.
Conference Paper
Smola, A.; Schölkopf, B.; Müller, K.-R.: General cost functions for support vector regression. In: Ninth Australian Conference on Neural Networks (ACNN 1998), pp. 79 - 83 (Eds. Downs, T.; Frean, M.; Gallagher, M.). Ninth Australian Conference on Neural Networks (ACNN 1998), Brisbane, Australia, February 11, 1998 - February 13, 1998. St. Lucia (1998)
357.
Conference Paper
Mallot, H.; Franz, M.; Schölkopf, B.; Bülthoff, H.: The view-graph approach to visual navigation and spatial memory. In: Artificial Neural Networks - ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997, pp. 751 - 756 (Eds. Gerstner, W.; Germond, A.; Hasler, M.; Nicoud, J.-D.). 7th International Conference on Artificial Neural Networks (ICANN 1997), Lausanne, Switzerland, October 08, 1997 - October 10, 1997. Springer, Berlin, Germany (1997)
358.
Conference Paper
Müller, K.-R.; Smola, A.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.: Predicting time series with support vector machines. In: Artificial Neural Networks — ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997, pp. 999 - 1004 (Eds. Gerstner, W.; Germond, A.; Hasler, M.; Nicoud, J.-D.). 7th International Conference on Artificial Neural Networks (ICANN 1997), Lausanne, Switzerland, October 08, 1997 - October 10, 1997. Springer, Berlin, Germany (1997)
359.
Conference Paper
Schölkopf, B.; Smola, A.; Müller, K.-R.: Kernel principal component analysis. In: Artificial Neural Networks - ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997, pp. 583 - 588 (Eds. Gerstner, W.; Germond, A.; Hasler, M.; Nicoud, J.-D.). 7th International Conference on Artificial Neural Networks (ICANN 1997), Lausanne, Switzerland, October 08, 1997 - October 10, 1997. Springer, Berlin, Germany (1997)
360.
Conference Paper
Franz, M.; Schölkopf, B.; Bülthoff, H.: Homing by parameterized scene matching. In: Fourth European Conference on Artificial Life, pp. 236 - 245 (Eds. Husbands, P.; Harvey, I.). 4th European Conference on Artificial Life (ECAL 1997), Brighton, UK, July 28, 1997 - July 31, 1997. MIT Press, Cambridge, MA, USA (1997)
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