Conference Paper (36)
Conference Paper
Acquiring Robust Representations for Recognition from Image Sequences. In: Pattern Recognition: 23rd DAGM Symposium Munich, Germany, September 12–14, 2001, pp. 216 - 222 (Eds. Radig, B.; Florczyk, S.). 23rd DAGM Symposium, München, Germany, September 12, 2001 - September 14, 2001. Springer, Berlin, Germany (2001)
Conference Paper
Support Vector Regression for Black-Box System Identification. In: 11th IEEE Workshop on Statistical Signal Processing, pp. 341 - 344. 11th IEEE Workshop on Statistical Signal Processing (SSP 2001), Singapore , August 08, 2001. IEEE, Piscataway, NJ, USA (2001)
Conference Paper
KDD Cup 2001 data analysis: prediction of molecular bioactivity for drug Design-Binding to Thrombin. In: KDD-2001 Cup: The Genomics Challenge. KDD-2001 Cup: The Genomics Challenge, August 26, 2001. (2001)
Conference Paper
Kernel Machine Based Learning for Multi-View Face Detection and Pose Estimation. In: Eighth IEEE International Conference on Computer Vision: ICCV 2001, pp. 674 - 679. Eighth IEEE International Conference on Computer Vision (ICCV 2001), Vancouver, BC, Canada, July 07, 2001 - July 14, 2001. IEEE, Piscataway, NJ, USA (2001)
Conference Paper
Estimating a Kernel Fisher Discriminant in the Presence of Label Noise. In: Machine learning: proceedings of the eighteenth international conference, p. 306 - 306 (Eds. Brodley, C.; Pohoreckyj Danyluk, A.). 18th International Conference on Machine Learning (ICML 2001), Williamstown, MA, USA, June 28, 2001 - July 01, 2001. Morgan Kaufmann, San Francisco, CA, USA (2001)
Conference Paper
Computationally Efficient Face Detection. In: Eighth IEEE International Conference on Computer Vision: ICCV 2001, pp. 695 - 700. Eighth IEEE International Conference on Computer Vision (ICCV 2001), Vancouver, BC, Canada, July 07, 2001 - July 14, 2001. IEEE, Piscataway, NJ, USA (2001)
Conference Paper
A Generalized Representer Theorem. In: Computational Learning Theory: 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001 Amsterdam, The Netherlands, July 16–19, 2001, pp. 416 - 426 (Eds. Helmbold, D.; Williamson, B.). 14th Annual Conference on Computational Learning Theory (COLT 2001) and 5th European Conference on Computational Learning Theory (EuroCOLT 2001), Amsterdam, The Netherlands, July 16, 2001 - July 19, 2001. Springer, Berlin, Germany (2001)
Conference Paper
Detecting functionally coherent networks in fMRI data of the human brain using replicator dynamics. In: Information Processing in Medical Imaging: 17th International Conference, IPMI 2001 Davis, CA, USA, June 18–22, pp. 218 - 224 (Eds. Insana, M.; Leahy, R.). 17th International Conference on Information Processing in Medical Imaging (IPMI 2001), Davis, CA, USA, June 18, 2001 - June 22, 2001. Springer, Berlin, Germany (2001)
Conference Paper
Algorithmic Stability and Generalization Performance. In: Advances in Neural Information Processing Systems 13, pp. 196 - 202 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Vicinal Risk Minimization. Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. Advances in Neural Information Processing Systems 13, pp. 416 - 422 (2001)
Conference Paper
Competition and Arbors in Ocular Dominance. In: Advances in Neural Information Processing Systems 13, pp. 203 - 209 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Explaining Away in Weight Space. In: Advances in Neural Information Processing Systems 13, pp. 451 - 457 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Support vector novelty detection applied to jet engine vibration spectra. In: Advances in Neural Information Processing Systems 13, p. 946 - 946 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Dopamine Bonuses. In: Advances in Neural Information Processing Systems 13, pp. 131 - 137 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Hippocampally-Dependent Consolidation in a Hierarchical Model of Neocortex. In: Advances in Neural Information Processing Systems 13, pp. 24 - 30 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Position Variance, Recurrence and Perceptual Learning. In: Advances in Neural Information Processing Systems 13, pp. 31 - 37 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Occam's Razor. In: Advances in Neural Information Processing Systems 13, pp. 294 - 300 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
The Kernel Trick for Distances. In: Advances in Neural Information Processing Systems 13, pp. 301 - 307 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Four-legged Walking Gait Control Using a Neuromorphic Chip Interfaced to a Support Vector Learning Algorithm. In: Advances in Neural Information Processing Systems 13, pp. 741 - 747 (Eds. Leen , T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)
Conference Paper
Feature Selection for SVMs. In: Advances in Neural Information Processing Systems 13, pp. 668 - 674 (Eds. Leen, T.; Dietterich, T.; Tresp, V.). Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000), Denver, CO, USA, November 27, 2000 - December 02, 2000. MIT Press, Cambridge, MA, USA (2001)