Publications of GH Bakir
All genres
Journal Article (4)
1.
Journal Article
35 (1), pp. 73 - 78 (2007)
On the simplification of an examples-based controller with support vector machines. Control and Intelligent Systems 2.
Journal Article
7, pp. 603 - 624 (2006)
A Direct Method for Building Sparse Kernel Learning Algorithms. The Journal of Machine Learning Research 3.
Journal Article
1 (4), pp. 613 - 636 (2004)
On the representation, learning and transfer of spatio-temporal movement characteristics. International Journal of Humanoid Robotics 4.
Journal Article
17 (3), p. 459 (2004)
Foundations of Wavelet Networks and Applications: S. Sitharama Iyengar, E.C. Cho, Vir V. Phoho; Chapman and Hall/CRC. Neural networks Book (1)
5.
Book
Predicting Structured Data. MIT Press, Cambridge, MA, USA (2007), 360 pp.
Book Chapter (2)
6.
Book Chapter
Bakır, G.; Hofmann, T.; Schölkopf, B.; Smola, A.; Taskar, B. et al.). MIT Press, Cambridge, MA, USA (2007)
Joint Kernel Maps. In: Predicting Structured Data, pp. 67 - 84 (Eds. 7.
Book Chapter
On the Pre-Image Problem in Kernel Methods. In: Kernel Methods in Bioengineering, Signal and Image Processing, pp. 284 - 302 (Eds. Camps-Valls, G.; Rojo-Álvarez, J.; Martínez-Ramón, M.). Idea Group Publishing, Hershey, PA, USA (2007)
Conference Paper (13)
8.
Conference Paper
A Decoupled Approach to Exemplar-based Unsupervised Learning. In: ICML '08: Proceedings of the 25th international conference on Machine, pp. 704 - 711 (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)
9.
Conference Paper
Discriminative Subsequence Mining for Action Classification. In: 2007 IEEE 11th International Conference on Computer Vision, pp. 1919 - 1923. 11th IEEE International Conference on Computer Vision (ICCV 2007), Rio de Janeiro, Brazil, October 14, 2007 - October 21, 2007. IEEE Service Center, Piscataway, NJ, USA (2007)
10.
Conference Paper
Weighted Substructure Mining for Image Analysis. In: 2007 IEEE Conference on Computer Vision and Pattern Recognition, pp. 1 - 8. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), Minneapolis, MN., USA, June 17, 2007 - June 22, 2007. IEEE Computer Society, Los Alamitos, CA, USA (2007)
11.
Conference Paper
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)
12.
Conference Paper
Breaking SVM Complexity with Cross-Training. In: Advances in Neural Information Processing Systems 17, pp. 81 - 88 (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)
13.
Conference Paper
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)
14.
Conference Paper
Rasmussen, C.; Bülthoff, H.; Schölkopf, B.; Giese, M.). 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Tübingen, Germany, August 30, 2004 - September 01, 2004. Springer, Berlin, Germany (2004)
Multivariate Regression via Stiefel Manifold Constraints. In: Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 - September 1, 2004, pp. 262 - 269 (Eds. 15.
Conference Paper
Rasmussen, C.; Bülthoff, H.; Schölkopf, B.; Giese, M.). 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Tübingen, Germany, August 30, 2004 - September 01, 2004. Springer, Berlin, Germany (2004)
Learning to Find Graph Pre-Images. In: Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 - September 1, 2004, pp. 253 - 261 (Eds. 16.
Conference Paper
Rasmussen, C.; Bülthoff, H.; Schölkopf, B.; Giese, M.). 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Tübingen, Germany, August 30, 2003 - September 01, 2001. Springer, Berlin, Germany (2004)
Efficient Approximations for Support Vector Machines in Object Detection. In: Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 - September 1, 2004, pp. 54 - 61 (Eds. 17.
Conference Paper
Rasmussen, C.; Bülthoff, H.; Schölkopf, B.; Giese, M.). 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Tübingen, Germany, August 30, 2004 - September 01, 2004. Springer, Berlin, Germany (2004)
Learning Depth From Stereo. In: Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 - September 1, 2004, pp. 245 - 252 (Eds. 18.
Conference Paper
Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), Whistler, BC, Canada, December 09, 2003 - December 11, 2003. MIT Press, Cambridge, MA, USA (2004)
Learning to Find Pre-Images. In: Advances in Neural Information Processing Systems 16, pp. 449 - 456 (Eds. Thrun, S.; Saul, L.; 19.
Conference Paper
Hierarchical Spatio-Temporal Morphable Models for Representation of complex movements for Imitation Learning. In: 11th International Conference on Advanced Robotics (ICAR 2003), pp. 453 - 458 (Eds. Nunes, U.; de Almeida, A.; Bejczy, A.; Kosuge, K.; Machado, J.). 11th International Conference on Advanced Robotics (ICAR 2003), Coimbra, Portugal, June 30, 2003 - July 03, 2003. (2003)
20.
Conference Paper
On the Representation, Learning and Transfer of Spatio-Temporal Movement Characteristics. In: Humanoids Proceedings, p. 0 - 0. Humanoids Proceedings. (2003)