Publikationen von K-R Müller
Alle Typen
Zeitschriftenartikel (21)
21.
Zeitschriftenartikel
11 (4), S. 637 - 649 (1998)
The connection between regularization operators and support vector kernels. Neural networks Buch (1)
22.
Buch
Recent Progress in Brain and Cognitive Engineering. Springer, Dordrecht, The Netherlands (2015), 213 S.
Buchkapitel (2)
23.
Buchkapitel
An Introduction to Kernel-Based Learning Algorithms. In: Handbook of neural network signal processing: Neural network signal processing, 4, S. 95 - 134 (Hg. Hu, Y.; Hwang, J.-N.; Perry, S.). CRC Press, Boca Raton, FL, USA (2002)
24.
Buchkapitel
Smola, A.; Bartlett, P.; Schölkopf, B.; Schuurmans, D.). MIT Press, Cambridge, MA, USA (2000)
Robust ensemble learning. In: Advances in Large Margin Classifiers, S. 207 - 220 (Hg. Konferenzbeitrag (27)
25.
Konferenzbeitrag
Non-separable Spatiotemporal Brain Hemodynamics Contain Neural Information. In: Machine Learning and Interpretation in Neuroimaging, S. 140 - 147 (Hg. Langs, G.; Rish, I.; Murphy, B.). NIPS Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI 2011), Sierra Nevada, Spain, 16. Dezember 2011 - 17. Dezember 2011. Springer, Berlin, Germany (2012)
26.
Konferenzbeitrag
Schölkopf, B.; Platt, J.; Hoffman, T.). Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), Vancouver, BC, Canada. MIT Press, Cambridge, MA, USA (2007)
Inducing Metric Violations in Human Similarity Judgements. In: Advances in Neural Information Processing Systems 19, S. 777 - 784 (Hg. 27.
Konferenzbeitrag
Robust ICA for Super-Gaussian Sources. In: Independent Component Analysis and Blind Signal Separation: Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004, S. 217 - 224 (Hg. Puntonet, C.; Prieto, A.). Fifth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, 22. September 2004 - 24. September 2004. Springer, Berlin, Germany (2004)
28.
Konferenzbeitrag
Clustering with the Fisher score. In: Advances in Neural Information Processing Systems 15, S. 729 - 736 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)
29.
Konferenzbeitrag
Analysing ICA component by injection noise. In: Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), S. 149 - 154 (Hg. Amari, S.-I.; Cichocki, A.; Makino, S.; Murata, N.). Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), Nara, Japan, 01. April 2003 - 04. April 2003. (2003)
30.
Konferenzbeitrag
Blind separation of post-nonlinear mixtures using gaussianizing transformations and temporal decorrelation. In: Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), S. 269 - 274 (Hg. Amari, S.-I.; Cichocki, A.; Makino, S.; Murata, N.). Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), Nara, Japan, 01. April 2003 - 04. April 2003. (2003)
31.
Konferenzbeitrag
Kernel feature spaces and nonlinear blind source separation. In: Advances in Neural Information Processing Systems 14, S. 761 - 768 (Hg. Dietterich, T.; Becker, S.; Ghahramani, Z.). Fifteenth Annual Neural Information Processing Systems Conference (NIPS 2001), Vancouver, BC, Canada, 03. Dezember 2001 - 08. Dezember 2001. MIT Press, Cambridge, MA, USA (2002)
32.
Konferenzbeitrag
Nonlinear blind source separation using kernel feature spaces. In: Third International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2001), S. 102 - 107 (Hg. Lee, T.-W.; Jung, T.; Makeig, S.; Sejnowski, T.). Third International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2001), San Diego, CA, USA, 09. Dezember 2001 - 12. Dezember 2001. (2001)
33.
Konferenzbeitrag
Separation of post-nonlinear mixtures using ACE and temporal decorrelation. In: Third International Workshop on Independent Component Analysis and Blind Signal Separation (ICA 2001), S. 433 - 438 (Hg. Lee, T.-W.; Jung, T.; Makeig, S.; Sejnowski, T.). Third International Workshop on Independent Component Analysis and Blind Signal Separation (ICA 2001), San Diego, CA, USA, 09. Dezember 2001 - 13. Dezember 2001. (2001)
34.
Konferenzbeitrag
16 (9), S. 799 - 807 (2000)
Engineering Support Vector Machine Kernels That Recognize Translation Initiation Sites. German Conference on Bioinformatics (GCB 1999), Hannover, Germany, 04. Oktober 1999 - 06. Oktober 1999. Bioinformatics 35.
Konferenzbeitrag
Barrier Boosting. In: Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), S. 170 - 179 (Hg. Cesa-Bianchi , N.; Goldman, S.). Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), Palo Alto, CA, USA, 28. Juni 2000 - 01. Juli 2000. Morgan Kaufmann, San Francisco, CA, USA (2000)
36.
Konferenzbeitrag
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)
37.
Konferenzbeitrag
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, S. 341 - 344 (Hg. Terano, T.; Liu, H.; Chen, A.). Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2000), Kyoto, Japan, 18. April 2000 - 20. April 2000. Springer, Berlin, Germany (2000)
38.
Konferenzbeitrag
Fisher discriminant analysis with kernels. In: Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop, S. 41 - 48. 1999 IEEE Signal Processing Society Workshop, Madison, WI, USA, 25. August 1999. IEEE, Piscataway, NJ, USA (1999)
39.
Konferenzbeitrag
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)
40.
Konferenzbeitrag
Regularizing AdaBoost. In: Advances in Neural Information Processing Systems 11, S. 564 - 570 (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)