Publications of B Schölkopf

Conference Paper (212)

221.
Conference Paper
Walder, C.; Schölkopf, B.: Diffeomorphic Dimensionality Reduction. In: Advances in neural information processing systems 21, pp. 1713 - 1720 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
222.
Conference Paper
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, April 16, 2009 - April 17, 2009. IEEE, Piscataway, NJ, USA (2009)
223.
Conference Paper
Harmeling, S.; Hirsch, M.; Sra, S.; Schölkopf, B.: Online blind deconvolution for astronomical imaging. In: 2009 IEEE International Conference on Computational Photography (ICCP), pp. 1 - 7. First IEEE International Conference Computational Photography (ICCP 2009), San Francisco, CA, USA, April 16, 2009 - April 17, 2009. IEEE, Piscataway, NJ, USA (2009)
224.
Conference Paper
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, pp. 126 - 139 (Eds. Forsyth, A.; Torr, P.; Zisserman, A.). 10th European Conference on Computer Vision (ECCV 2008), Marseille, France, October 12, 2008 - October 18, 2008. Springer, Berlin, Germany (2008)
225.
Conference Paper
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, pp. 1 - 8. 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, September 17, 2008 - September 19, 2008. IEEE, Piscataway, NJ, USA (2008)
226.
Conference Paper
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, pp. 489 - 496 (Eds. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, December 03, 2007 - December 06, 2007. Curran, Red Hook, NY, USA (2008)
227.
Conference Paper
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, pp. 585 - 592 (Eds. Platt, J.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, December 03, 2007 - December 06, 2007. Curran, Red Hook, NY, USA (2008)
228.
Conference Paper
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, pp. 1369 - 1376 (Eds. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, December 03, 2007 - December 06, 2007. Curran, Red Hook, NY, USA (2008)
229.
Conference Paper
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, pp. 42 - 44 (Eds. Jetter, K.; Smale, S.; Zhou, D.-X.). 30. Oberwolfach Report, Oberwolfach, Germany, June 29, 2008 - July 05, 2008. Mathematisches Forschungsinstitut, Oberwolfach-Walke, Germany (2008)
230.
Conference Paper
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, pp. 992 - 999 (Eds. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, July 05, 2008 - July 08, 2008. ACM Press, New York, NY, USA (2008)
231.
Conference Paper
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), pp. 111 - 122 (Eds. Servedio, R.; Zhang, T.). 21st Annual Conference on Learning Theory (COLT 2008), Helsinki, Finland, July 09, 2008 - July 12, 2008. Omnipress, Madison, WI, USA (2008)
232.
Conference Paper
Walder, C.; Kim, K.; Schölkopf, B.: Sparse Multiscale Gaussian Process Regression. In: ICML '08: Proceedings of the 25th international conference on Machine learning, pp. 1112 - 1119 (Eds. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, July 05, 2008 - July 09, 2008. ACM Press, New York, NY, USA (2008)
233.
Conference Paper
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, pp. 13 - 18 (Ed. Verleysen, M.). 16th European Symposium on Artificial Neural Networks (ESANN 2008), Bruges, Belgium, April 23, 2008 - April 25, 2008. d-side, Evere, Belgium (2008)
234.
Conference Paper
Peters, J.; Schaal, S.; Schölkopf, B.: Towards Machine Learning of Motor Skills. In: Autonome Mobile Systeme 2007: 20. Fachgespräch Kaiserslautern, 18./19. Oktober 2007, pp. 138 - 144 (Eds. Berns, K.; Lucksch, T.). 20. Fachgespräch Autonome Mobile Systeme 2007, Kaiserslautern, Germany, October 18, 2007 - October 19, 2007. Springer, Berlin, Germany (2007)
235.
Conference Paper
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, pp. 13 - 31 (Eds. Hutter, M.; Servedio, R.; Takimoto, E.). 18th International Conference on Algorithmic Learning Theory (ALT 2007), Sendai, Japan, October 01, 2007 - October 04, 2007. Springer, Berlin, Germany (2007)
236.
Conference Paper
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, pp. 40 - 41 (Eds. Corruble, V.; Takeda, M.; Suzuki, E.). 10th International Conference on Discovery Science (DS 2007), Sendai, Japan, October 01, 2007 - October 04, 2007. Springer, Berlin, Germany (2007)
237.
Conference Paper
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, pp. 513 - 520 (Eds. Schölkopf, B.; Platt, J.; Hoffman, T.). Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), Vancouver, BC, Canada, December 04, 2006 - December 07, 2006. MIT Press, Cambridge, MA, USA (2007)
238.
Conference Paper
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, pp. 601 - 608 (Eds. Schölkopf, B.; Platt, J.; Hoffman, T.). Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), Vancouver, BC, Canada, December 04, 2006 - December 07, 2006. MIT Press, Cambridge, MA, USA (2007)
239.
Conference Paper
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, pp. 405 - 414 (Eds. Hamprecht, A.; Schnörr, C.; Jähne, B.). 29th Annual Symposium of the German Association for Pattern Recognition, Heidelberg, Germany, September 12, 2007 - September 14, 2007. Springer, Berlin, Germany (2007)
240.
Conference Paper
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, December 04, 2006 - December 07, 2006. Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference, pp. 689 - 696 (2007)
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