Publikationen von B Schölkopf

Lal, T.; Schröder, M.; Hill, J.; Preissl, H.; Hinterberger, T.; Meilinger, J.; Bogdan, M.; Rosenstiel, W.; Hofmann, T.; Birbaumer, N. et al.; Schölkopf, B.: A Brain Computer Interface with Online Feedback based on Magnetoencephalography. In: ICML '05: 22nd international conference on Machine learning, S. 465 - 472 (Hg. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 07. August 2008 - 11. August 2008. ACM Press, New York, NY, USA (2005)

Schölkopf, B.; Steinke, F.; Blanz, V.: Object correspondence as a machine learning problem. In: ICML '05: 22nd International Conference on Machine Learning, S. 776 - 783 (Hg. Dzeroski, S.; De Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 07. August 2005 - 11. August 2005. ACM Press, New York, NY, USA (2005)

Sonnenburg, S.; Rätsch, G.; Schölkopf, B.: Large Scale Genomic Sequence SVM Classifiers. In: ICML '05: the 22nd international conference on Machine learning, S. 848 - 855 (Hg. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 07. August 2005 - 11. August 2005. ACM Press, New York, NY, USA (2005)

Walder, C.; Chapelle, O.; Schölkopf, B.: Implicit Surface Modelling as an Eigenvalue Problem. In: ICML '05: 22nd international conference on Machine learning, S. 936 - 939 (Hg. Dzeroski, S.; De Raedt , L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 07. August 2005 - 11. August 2005. ACM Press, New York, NY, USA (2005)

Wu, M.; Schölkopf, B.; BakIr, G.: Building Sparse Large Margin Classifiers. In: ICML '05: 22nd international conference on Machine learning, S. 996 - 1003 (Hg. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 07. August 2005 - 11. August 2005. ACM, New York, NY, USA (2005)

Zhou, D.; Huang, J.; Schölkopf, B.: Learning from Labeled and Unlabeled Data on a Directed Graph. In: ICML '05: 22nd international conference on Machine learning, S. 1036 - 1043 (Hg. Jozef Stefan Institute, Slovenia Program Chairs: Luc D, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 07. August 2005 - 11. August 2005. ACM Press, New York, NY, USA (2005)

Zhou, D.; Schölkopf, B.: Regularization on Discrete Spaces. In: Pattern Recognition: 27th DAGM Symposium, Vienna, Austria, August 31 - September 2, 2005, S. 361 - 368 (Hg. Kropatsch, W.; Sablatnig, R.; Hanbury, A.). 27th Annual Symposium of the German Association for Pattern Recognition (DAGM 2005), Wien, Austria, 31. August 2005 - 02. September 2005. Springer, Berlin, Germany (2005)

Franz, M.; Schölkopf, B.: Implicit Wiener series for higher-order image analysis. In: Advances in Neural Information Processing Systems 17, S. 465 - 472 (Hg. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, 13. Dezember 2004 - 16. Dezember 2004. MIT Press, Cambridge, MA, USA (2005)

Hill, N.; Lal, T.; Bierig, K.; Birbaumer, N.; Schölkopf, B.: An Auditory Paradigm for Brain-Computer Interfaces. In: Advances in Neural Information Processing Systems 17, S. 569 - 576 (Hg. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, 13. Dezember 2004 - 16. Dezember 2004. MIT Press, Cambridge, MA, USA (2005)

Kienzle, W.; BakIr, G.; Franz, M.; Schölkopf, B.: Face Detection: Efficient and Rank Deficient. Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, 13. Dezember 2004 - 16. Dezember 2004. Advances in Neural Information Processing Systems 17, S. 673 - 680 (2005)

Lal, T.; Hinterberger, T.; Widman, G.; Schröder , M.; Hill, J.; Rosenstiel, W.; Elger, C.; Schölkopf, B.; Birbaumer, N.: Methods Towards Invasive Human Brain Computer Interfaces. In: Advances in Neural Information Processing Systems 17, S. 737 - 744 (Hg. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, 13. Dezember 2004 - 16. Dezember 2004. MIT Press, Cambridge, MA, USA (2005)

Schölkopf, B.; Giesen, J.; Spalinger, S.: Kernel Methods for Implicit Surface Modeling. In: Advances in Neural Information Processing Systems 17, S. 1193 - 1200 (Hg. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, 13. Dezember 2004 - 16. Dezember 2004. MIT Press, Cambridge, MA, USA (2005)

Wichmann, F.; Graf, A.; Simoncelli, E.; Bülthoff, H.; Schölkopf, B.: Machine Learning Applied to Perception: Decision-Images for Gender Classification. In: Advances in Neural Information Processing Systems 17, S. 1489 - 1496 (Hg. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, 13. Dezember 2004 - 16. Dezember 2004. MIT Press, Cambridge, MA, USA (2005)

Zhou, D.; Schölkopf, B.; Hofmann, T.: Semi-supervised Learning on Directed Graphs. In: Advances in Neural Information Processing Systems 17, S. 1633 - 1640 (Hg. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, 13. Dezember 2004 - 16. Dezember 2004. MIT Press, Cambridge, MA, USA (2005)

Hill, J.; Lal, T.; Bierig, K.; Birbaumer, N.; Schölkopf, B.: Attention modulation of auditory event-related potentials in a brain-computer interface. In: IEEE International Workshop on Biomedical Circuits and Systems 2004, S. S3.5.INV-17 - S3.5.INV-20. IEEE International Workshop on Biomedical Circuits and Systems (BioCAS 2004), Singapore, 01. Dezember 2004 - 03. Dezember 2004. IEEE Computer Society, Los Alamitos, CA, USA (2005)

Jung, T.; Herrera, L.; Schölkopf, B.: Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach. In: Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, S. 960 - 967 (Hg. Cabestany, J.; Prieto, A.; Sandoval, F.). 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), Barcelona, Spain, 08. Juni 2005 - 10. Juni 2005. Springer-Verlag, Berlin Heidelberg, Germany (2005)

Rätsch, G.; Sonnenburg, S.; Schölkopf, B.: RASE: recognition of alternatively spliced exons in C.elegans. Thirteenth International Conference on Intelligent Systems for Molecular Biology (ISBM 2005), Detroit, MI, USA, 25. Juni 2005 - 29. Juni 2005. Bioinformatics 21 (Supplement 1), S. i369 - i377 (2005)

Weston, J.; Schölkopf, B.; Bousquet, O.: Joint Kernel Maps. In: Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, S. 176 - 191 (Hg. Cabestany, J.; Prieto, A.; Sandoval, F.). 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), Barcelona, Spain, 08. Juni 2005 - 10. Juni 2005. Springer, Berlin, Germany (2005)

Gretton, A.; Smola, A.; Bousquet, O.; Herbrich, R.; Belitski, A.; Augath, M.; Murayama, Y.; Pauls, J.; Schölkopf, B.; Logothetis, N.: Kernel Constrained Covariance for Dependence Measurement. In: AISTATS 2005: Tenth International Workshop onArtificial Intelligence and Statistics, S. 112 - 119 (Hg. Cowell, R.; Ghahramani, Z.). Tenth International Workshop on Artificial Intelligence and Statistics (AI Statistics 2005), Barbados, 06. Januar 2005 - 08. Januar 2005. The Society for Artificial Intelligence and Statistics (2005)

BakIr, G.; Gretton, A.; Franz, M.; Schölkopf, B.: Multivariate Regression via Stiefel Manifold Constraints. In: Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 - September 1, 2004, S. 262 - 269 (Hg. Rasmussen, C.; Bülthoff, H.; Schölkopf, B.; Giese, M.). 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Tübingen, Germany, 30. August 2004 - 01. September 2004. Springer, Berlin, Germany (2004)