Publications of B Schölkopf

Tsuda, K.; Shin, H.; Schölkopf, B.: Fast Protein Classification with Multiple Networks. Fourth European Conference on Computational Biology / Sixth Meeting of the Spanish Bioinformatics Network (ECCB/JBI 2005), Madrid, Spain, September 28, 2005 - October 01, 2005. Bioinformatics 21 (Supplement 2), pp. 59 - 65 (2005)

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, pp. 465 - 472 (Eds. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 07, 2008 - August 11, 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, pp. 776 - 783 (Eds. Dzeroski, S.; De Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 07, 2005 - August 11, 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, pp. 848 - 855 (Eds. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 07, 2005 - August 11, 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, pp. 936 - 939 (Eds. Dzeroski, S.; De Raedt , L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 07, 2005 - August 11, 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, pp. 996 - 1003 (Eds. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 07, 2005 - August 11, 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, pp. 1036 - 1043 (Eds. Jozef Stefan Institute, Slovenia Program Chairs: Luc D, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 07, 2005 - August 11, 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, pp. 361 - 368 (Eds. Kropatsch, W.; Sablatnig, R.; Hanbury, A.). 27th Annual Symposium of the German Association for Pattern Recognition (DAGM 2005), Wien, Austria, August 31, 2005 - September 02, 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, pp. 465 - 472 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 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, pp. 569 - 576 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 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, December 13, 2004 - December 16, 2004. Advances in Neural Information Processing Systems 17, pp. 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, pp. 737 - 744 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 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, pp. 1193 - 1200 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 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, pp. 1489 - 1496 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 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, pp. 1633 - 1640 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 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, pp. S3.5.INV-17 - S3.5.INV-20. IEEE International Workshop on Biomedical Circuits and Systems (BioCAS 2004), Singapore, December 01, 2004 - December 03, 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, pp. 960 - 967 (Eds. Cabestany, J.; Prieto, A.; Sandoval, F.). 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), Barcelona, Spain, June 08, 2005 - June 10, 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, June 25, 2005 - June 29, 2005. Bioinformatics 21 (Supplement 1), pp. 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, pp. 176 - 191 (Eds. Cabestany, J.; Prieto, A.; Sandoval, F.). 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), Barcelona, Spain, June 08, 2005 - June 10, 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, pp. 112 - 119 (Eds. Cowell, R.; Ghahramani, Z.). Tenth International Workshop on Artificial Intelligence and Statistics (AI Statistics 2005), Barbados, January 06, 2005 - January 08, 2005. The Society for Artificial Intelligence and Statistics (2005)