Publikationen von B Schölkopf

Walder, C.; Schölkopf, B.: Diffeomorphic Dimensionality Reduction. In: Advances in neural information processing systems 21, S. 1713 - 1720 (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)

Gomez Rodriguez, M.; Kober, J.; Schölkopf, B.: Denoising photographs using dark frames optimized by quadratic programming. In: 2009 IEEE International Conference on Computational Photography (ICCP). First IEEE International Conference Computational Photography (ICCP 2009), San Francisco, CA, USA, 16. April 2009 - 17. April 2009. IEEE, Piscataway, NJ, USA (2009)

Harmeling, S.; Hirsch, M.; Sra, S.; Schölkopf, B.: Online blind deconvolution for astronomical imaging. In: 2009 IEEE International Conference on Computational Photography (ICCP), S. 1 - 7. First IEEE International Conference Computational Photography (ICCP 2009), San Francisco, CA, USA, 16. April 2009 - 17. April 2009. IEEE, Piscataway, NJ, USA (2009)

Charpiat, G.; Hofmann, M.; Schölkopf, B.: Automatic Image Colorization Via Multimodal Predictions. In: Computer Vision – ECCV 2008: 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008, S. 126 - 139 (Hg. Forsyth, A.; Torr, P.; Zisserman, A.). 10th European Conference on Computer Vision (ECCV 2008), Marseille, France, 12. Oktober 2008 - 18. Oktober 2008. Springer, Berlin, Germany (2008)

Breuer, P.; Kim, K.; Kienzle, W.; Schölkopf, B.; Blanz, V.: Automatic 3D Face Reconstruction from Single Images or Video. In: 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition, S. 1 - 8. 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, 17. September 2008 - 19. September 2008. IEEE, Piscataway, NJ, USA (2008)

Fukumizu, K.; Gretton, A.; Sun, X.; Schölkopf, B.: Kernel Measures of Conditional Dependence. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 489 - 496 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)

Gretton, A.; Fukumizu, K.; Teo, C.; Song , L.; Schölkopf, B.; Smola, A.: A Kernel Statistical Test of Independence. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 585 - 592 (Hg. Platt, J.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)

Sinz, F.; Chapelle, O.; Agarwal, A.; Schölkopf, B.: An Analysis of Inference with the Universum. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 1369 - 1376 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)

Schölkopf, B.; Sriperumbudur, B.; Gretton, A.; Fukumizu, K.: RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics. In: 30. Oberwolfach Report: Workshop Learning Theory and Approximation, S. 42 - 44 (Hg. Jetter, K.; Smale, S.; Zhou, D.-X.). 30. Oberwolfach Report, Oberwolfach, Germany, 29. Juni 2008 - 05. Juli 2008. Mathematisches Forschungsinstitut, Oberwolfach-Walke, Germany (2008)

Song, L.; Zhang, X.; Smola, A.; Gretton, A.; Schölkopf, B.: Tailoring density estimation via reproducing kernel moment matching. In: ICML '08: Proceedings of the 25th international conference on Machine learning, S. 992 - 999 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 08. Juli 2008. ACM Press, New York, NY, USA (2008)

Sriperumbudur, B.; Gretton, A.; Fukumizu, K.; Lanckriet, G.; Schölkopf, B.: Injective Hilbert Space Embeddings of Probability Measures. In: 21st Annual Conference on Learning Theory (COLT 2008), S. 111 - 122 (Hg. Servedio, R.; Zhang, T.). 21st Annual Conference on Learning Theory (COLT 2008), Helsinki, Finland, 09. Juli 2008 - 12. Juli 2008. Omnipress, Madison, WI, USA (2008)

Walder, C.; Kim, K.; Schölkopf, B.: Sparse Multiscale Gaussian Process Regression. In: ICML '08: Proceedings of the 25th international conference on Machine learning, S. 1112 - 1119 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 09. Juli 2008. ACM Press, New York, NY, USA (2008)

Nguyen-Tuong, D.; Peters, J.; Seeger, M.; Schölkopf, B.: Learning Inverse Dynamics: A Comparison. In: Advances in computational intelligence and learning: 16th European Symposium on Artificial Neural Networks, S. 13 - 18 (Hg. Verleysen, M.). 16th European Symposium on Artificial Neural Networks (ESANN 2008), Bruges, Belgium, 23. April 2008 - 25. April 2008. d-side, Evere, Belgium (2008)

Peters, J.; Schaal, S.; Schölkopf, B.: Towards Machine Learning of Motor Skills. In: Autonome Mobile Systeme 2007: 20. Fachgespräch Kaiserslautern, 18./19. Oktober 2007, S. 138 - 144 (Hg. Berns, K.; Lucksch, T.). 20. Fachgespräch Autonome Mobile Systeme 2007, Kaiserslautern, Germany, 18. Oktober 2007 - 19. Oktober 2007. Springer, Berlin, Germany (2007)

Smola, A.; Gretton, A.; Song, L.; Schölkopf, B.: A Hilbert Space Embedding for Distributions. In: Algorithmic Learning Theory: 18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, S. 13 - 31 (Hg. Hutter, M.; Servedio, R.; Takimoto, E.). 18th International Conference on Algorithmic Learning Theory (ALT 2007), Sendai, Japan, 01. Oktober 2007 - 04. Oktober 2007. Springer, Berlin, Germany (2007)

Smola, A.; Gretton, A.; Song, L.; Schölkopf, B.: A Hilbert Space Embedding for Distributions. In: Discovery Science: 10th International Conference, DS 2007 Sendai, Japan, October 1-4, 2007, S. 40 - 41 (Hg. Corruble, V.; Takeda, M.; Suzuki, E.). 10th International Conference on Discovery Science (DS 2007), Sendai, Japan, 01. Oktober 2007 - 04. Oktober 2007. Springer, Berlin, Germany (2007)

Gretton, A.; Borgwardt, K.; Rasch, M.; Schölkopf, B.; Smola, A.: A Kernel Method for the Two-Sample-Problem. In: Advances in Neural Information Processing Systems 19, S. 513 - 520 (Hg. Schölkopf, B.; Platt, J.; Hoffman, T.). Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), Vancouver, BC, Canada, 04. Dezember 2006 - 07. Dezember 2006. MIT Press, Cambridge, MA, USA (2007)

Huang, J.; Smola, A.; Gretton, A.; Borgwardt, K.; Schölkopf, B.: Correcting Sample Selection Bias by Unlabeled Data. In: Advances in Neural Information Processing Systems 19, S. 601 - 608 (Hg. Schölkopf, B.; Platt, J.; Hoffman, T.). Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), Vancouver, BC, Canada, 04. Dezember 2006 - 07. Dezember 2006. MIT Press, Cambridge, MA, USA (2007)

Kienzle, W.; Schölkopf, B.; Wichmann, F.; Franz, M.: How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye movements. In: Pattern Recognition: 29th DAGM Symposium, Heidelberg, Germany, September 12-14, 2007, S. 405 - 414 (Hg. Hamprecht, A.; Schnörr, C.; Jähne, B.). 29th Annual Symposium of the German Association for Pattern Recognition, Heidelberg, Germany, 12. September 2007 - 14. September 2007. Springer, Berlin, Germany (2007)

Kienzle, W.; Wichmann, F.; Schölkopf, B.; Franz, M.: A Nonparametric Approach to Bottom-Up Visual Saliency. Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), Vancouver, BC, Canada, 04. Dezember 2006 - 07. Dezember 2006. Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference, S. 689 - 696 (2007)