Publikationen von B Schölkopf

Peters, J.; Janzing, D.; Schölkopf, B.: Identifying Cause and Effect on Discrete Data using Additive Noise Models. Thirteenth International Conference on Artificial Intelligence and Statistics (AI & Statistics 2010), Chia Laguna Resort, Italy, 13. Mai 2010 - 15. Mai 2010. JMLR Workshop and Conference Proceedings 9, S. 597 - 604 (2010)

Hirsch, M.; Schölkopf, B.; Habeck, M.: A New Algorithm for Improving the Resolution of Cryo-EM Density Maps. In: RECOMB 2010: Research in Computational Molecular Biology, S. 174 - 188 (Hg. Berger, B.). 14th International Conference on Research in Computational Molecular Biology (RECOMB 2010), Lisboa, Portugal, 25. April 2010 - 28. April 2010. Springer, Berlin, Germany (2010)

Sriperumbudur, B.; Fukumizu, K.; Gretton, A.; Lanckriet, G.; Schölkopf, B.: Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. In: Advances in Neural Information Processing Systems 22, S. 1750 - 1758 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)

Peters, J.; Janzing, D.; Gretton, A.; Schölkopf, B.: Kernel Methods for Detecting the Direction of Time Series. 32nd Annual Conference of the Gesellschaft für Klassifikation e.V. (GfKl 2008), Hamburg, Germany, 16. Juli 2008 - 18. Juli 2008. Advances in Data Analysis, Data Handling and Business Intelligence: Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008, S. 57 - 66 (2010)

Nguyen-Tuong, D.; Schölkopf, B.; Peters, J.: Sparse online model learning for robot control with support vector regression. In: 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, S. 3121 - 3126. 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2009), St. Louis, MO, USA, 10. Oktober 2009 - 15. Oktober 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Sra, S.; Kim, D.; Dhillon, I.; Schölkopf, B.: A new non-monotonic algorithm for PET image reconstruction. In: IEEE Nuclear Science Symposium Conference Record (NSS/MIC 2009), S. 2500 - 2502 (Hg. Yu, P.). IEEE Nuclear Science Symposium Conference Record (NSS/MIC 2009), Orlando, FL, USA. IEEE, Piscataway, NJ, USA (2009)

Barbero Jimenez, A.; Franz, M.; Drongelen, W.; Dorronsoro, J.; Schölkopf, B.; Grosse-Wentrup, M.: Implicit Wiener Series Analysis of Epileptic Seizure Recordings. In: 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, S. 5304 - 5307 (Hg. Kim, Y.; He, B.; Pan, X.). 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2009), Minneapolis, MN, USA, 03. September 2009 - 06. September 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Hofmann, M.; Schölkopf, B.; Bezrukov, I.; Cahill, N.: Incorporating Prior Knowledge on Class Probabilities into Local Similarity Measures for Intermodality Image Registration. In: MICCAI 2009 Workshop on Probabilistic Models for Medical Image Analysis (PMMIA 2009), S. 220 - 231 (Hg. Wells, W.; Joshi, S.; Pohl, K.). MICCAI 2009 Workshop on Probabilistic Models for Medical Image Analysis (PMMIA 2009), London, UK, 20. September 2009. (2009)

Jegelka, S.; Gretton, A.; Schölkopf, B.; Sriperumbudur, B.; von Luxburg, U.: Generalized Clustering via Kernel Embeddings. In: KI 2009: Advances in Artificial Intelligence: 32nd Annual German Conference on AI, Paderborn, Germany, September 15-18, 2009, S. 144 - 152 (Hg. Mertsching, B.; Hund, M.; Aziz, Z.). 32nd Annual Conference on Artificial Intelligence (KI 2009), Paderborn, Germany, 15. September 2009 - 18. September 2009. Springer, Berlin, Germany (2009)

Walder, C.; Breidt, M.; Bülthoff, H.; Schölkopf, B.; Curio, C.: Markerless 3D Face Tracking. In: Pattern Recognition: 31st DAGM Symposium, Jena, Germany, September 9-11, 2009, S. 41 - 50 (Hg. Denzler, J.; Notni, G.; Süsse, H.). 31. Symposium of the German Association for Pattern Recognition (DAGM 2009), Jena, Germany, 09. September 2009 - 11. September 2009. Springer, Berlin, Germany (2009)

Fukumizu, K.; Sriperumbudur, B.; Gretton, A.; Schölkopf, B.: Characteristic Kernels on Groups and Semigroups. In: Advances in neural information processing systems 21, S. 473 - 480 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)

Georgii, E.; Tsuda, K.; Schölkopf, B.: Multi-way set enumeration in real-valued tensors. In: Proceedings of the 2nd Workshop on Data Mining using Matrices and Tensors (DMMT 2009), S. 32 - 41 (Hg. Ding, T.; Li, C.). KDD 2009 Workshop on Data Mining using Matrices and Tensors, Paris, France, 28. Juni 2009. ACM Press, New York, NY, USA (2009)

Hill, J.; Farquhar, J.; Martens, S.; Biessmann, F.; Schölkopf, B.: Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance. In: Advances in neural information processing systems 21, S. 665 - 672 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)

Hoyer, P.; Janzing, D.; Mooij, J.; Peters, J.; Schölkopf, B.: Nonlinear causal discovery with additive noise models. In: Advances in neural information processing systems 21, S. 689 - 696 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)

Janzing, D.; Peters, J.; Mooij, J.; Schölkopf, B.: Identifying confounders using additive noise models. In: 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), S. 249 - 257 (Hg. Bilmes, N.; Ng, A.; McAllester, D.). 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), Montréal, Canada, 18. Juni 2009 - 21. Juni 2009. AUAI Press, Corvallis, OR, USA (2009)

Lee, D.; Hofmann, M.; Steinke, F.; Altun, Y.; Cahill, N.; Schölkopf, B.: Learning the Similarity Measure for Multi-Modal 3D Image Registration. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, S. 186 - 193. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami, FL, USA, 20. Juni 2009 - 25. Juni 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Mooij, J.; Janzing, D.; Peters, J.; Schölkopf, B.: Regression by dependence minimization and its application to causal inference in additive noise models. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, S. 745 - 752 (Hg. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, 14. Juni 2009 - 18. Juni 2009. ACM Press, New York, NY, USA (2009)

Peters, J.; Janzing, D.; Gretton, A.; Schölkopf, B.: Detecting the Direction of Causal Time Series. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, S. 801 - 808 (Hg. Danyluk, A.; Bottou, L.; Danyluk, M.). 26th International Conference on Machine Learning, Montreal, Canada, 14. Juni 2009 - 18. Juni 2009. ACM Press, New York, NY, USA (2009)

Schweikert, G.; Widmer, C.; Schölkopf, B.; Rätsch, G.: An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis. In: Advances in neural information processing systems 21, S. 1433 - 1440 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)

Seeger, M.; Nickisch, H.; Pohmann, R.; Schölkopf, B.: Bayesian Experimental Design of Magnetic Resonance Imaging Sequences. In: Advances in neural information processing systems 21, S. 1441 - 1448 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)