@inproceedings{5134, title = {A Decoupled Approach to Exemplar-based Unsupervised Learning}, author = {Nowozin, S. and BakIr, G.}, journal = {Proceedings of the 25th International Conference on Machine Learning (ICML 2008)}, booktitle = {ICML 2008}, pages = {704-711}, editors = {Cohen, W. W., A. McCallum, S. Roweis}, publisher = {ACM Press}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {New York, NY, USA}, month = jul, year = {2008}, doi = {10.1145/1390156.1390245}, month_numeric = {7} } @inproceedings{4675, title = {Discriminative Subsequence Mining for Action Classification}, author = {Nowozin, S. and BakIr, G. and Tsuda, K.}, journal = {Proceedings of the 11th IEEE International Conference on Computer Vision (ICCV 2007)}, booktitle = {ICCV 2007}, pages = {1919-1923}, publisher = {IEEE Computer Society}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Los Alamitos, CA, USA}, month = oct, year = {2007}, doi = {10.1109/ICCV.2007.4409049}, month_numeric = {10} } @inproceedings{4452, title = {Weighted Substructure Mining for Image Analysis}, author = {Nowozin, S. and Tsuda, K. and Uno, T. and Kudo, T. and BakIr, G.}, journal = {Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007)}, booktitle = {CVPR 2007}, pages = {1-8}, publisher = {IEEE Computer Society}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Los Alamitos, CA, USA}, month = jun, year = {2007}, doi = {10.1109/CVPR.2007.383171}, month_numeric = {6} } @inbook{3608, title = {On the Pre-Image Problem in Kernel Methods}, author = {BakIr, G. and Sch{\"o}lkopf, B. and Weston, J.}, booktitle = {Kernel Methods in Bioengineering, Signal and Image Processing}, pages = {284-302}, editors = {G Camps-Valls and JL Rojo-\'{A}lvarez and M Mart\'{i}nez-Ram\'{o}n}, publisher = {Idea Group Publishing}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Hershey, PA, USA}, month = jan, year = {2007}, doi = {10.4018/978-1-59904-042-4.ch012}, month_numeric = {1} } @article{3942, title = {A Direct Method for Building Sparse Kernel Learning Algorithms}, author = {Wu, M. and Sch{\"o}lkopf, B. and BakIr, G.}, journal = {Journal of Machine Learning Research}, volume = {7}, pages = {603-624}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = apr, year = {2006}, doi = {}, month_numeric = {4} } @phdthesis{3976, title = {Extension to Kernel Dependency Estimation with Applications to Robotics}, author = {BakIr, G.}, institution = {Technische Universität Berlin, Berlin}, school = {Biologische Kybernetik}, month = nov, year = {2005}, doi = {}, month_numeric = {11} } @inproceedings{3385, title = {Building Sparse Large Margin Classifiers}, author = {Wu, M. and Sch{\"o}lkopf, B. and BakIr, G.}, booktitle = {Proceedings of the 22nd International Conference on Machine Learning}, pages = {996-1003}, editors = {L De Raedt and S Wrobel }, publisher = {ACM}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {New York, NY, USA}, month = aug, year = {2005}, doi = {10.1145/1102351.1102477}, month_numeric = {8} } @talk{4111, title = {Building Sparse Large Margin Classifiers}, author = {Wu, M. and Sch{\"o}lkopf, B. and BakIr, G.}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = aug, year = {2005}, doi = {}, month_numeric = {8} } @inproceedings{2776, title = {Face Detection: Efficient and Rank Deficient}, author = {Kienzle, W. and BakIr, G. and Franz, M. and Sch{\"o}lkopf, B.}, journal = {Advances in Neural Information Processing Systems}, booktitle = {Advances in Neural Information Processing Systems 17}, pages = {673-680}, editors = {LK Saul and Y Weiss and L Bottou}, publisher = {MIT Press}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Cambridge, MA, USA}, month = jul, year = {2005}, doi = {}, month_numeric = {7} } @techreport{3471, title = {Maximum-Margin Feature Combination for Detection and Categorization}, author = {BakIr, G. and Wu, M. and Eichhorn, J.}, organization = {Max-Planck-Gesellschaft}, institution = {Max Planck Institute for Biological Cybernetics, Tübingen, Germany}, school = {Biologische Kybernetik}, year = {2005}, doi = {} } @techreport{3014, title = {Fast Binary and Multi-Output Reduced Set Selection}, author = {Weston, J. and Bakir, GH.}, number = {132}, organization = {Max-Planck-Gesellschaft}, institution = {Max Planck Institute for Biological Cybernetics, T{\"u}bingen, Germany}, school = {Biologische Kybernetik}, month = nov, year = {2004}, doi = {}, month_numeric = {11} } @inproceedings{2644, title = {Learning Depth From Stereo}, author = {Sinz, F. and Candela, JQ. and BakIr, G. and Rasmussen, CE. and Franz, M.}, journal = {Pattern Recognition: 26th DAGM Symposium}, booktitle = {26th DAGM Symposium}, pages = {245-252}, series = {LNCS 3175}, editors = {Rasmussen, C. E., H. H. B{\"u}lthoff, B. Sch{\"o}lkopf, M. A. Giese}, publisher = {Springer}, organization = {Max-Planck-Gesellschaft}, institution = {Deutsche Arbeitsgemeinschaft für Mustererkennung e.V.}, school = {Biologische Kybernetik}, address = {Berlin, Germany}, month = sep, year = {2004}, doi = {}, month_numeric = {9} } @inproceedings{2639, title = {Learning to Find Graph Pre-Images}, author = {BakIr, G. and Zien, A. and Tsuda, K.}, journal = {Pattern Recognition: Proceedings of the 26th DAGM Symposium}, booktitle = {Pattern Recognition}, pages = {253-261}, editors = {Rasmussen, C. E., H. H. B{\"u}lthoff, B. Sch{\"o}lkopf, M. A. Giese}, publisher = {Springer}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Berlin, Germany}, month = aug, year = {2004}, doi = {10.1007/b99676}, month_numeric = {8} } @inproceedings{2844, title = {Efficient Approximations for Support Vector Machines in Object Detection}, author = {Kienzle, W. and BakIr, G. and Franz, M. and Sch{\"o}lkopf, B.}, journal = {Pattern Recognition, Proceedings of the 26th DAGM Symposium}, booktitle = {DAGM 2004}, pages = {54-61}, editors = {CE Rasmussen and HH B{\"u}lthoff and B Sch{\"o}lkopf and MA Giese}, publisher = {Springer}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Berlin, Germany}, year = {2004}, doi = {} } @inproceedings{2845, title = {Multivariate Regression via Stiefel Manifold Constraints}, author = {BakIr, G. and Gretton, A. and Franz, M. and Sch{\"o}lkopf, B.}, journal = {Pattern Recognition, Proceedings of the 26th DAGM Symposium}, booktitle = {Lecture Notes in Computer Science, Vol. 3175}, pages = {262-269}, editors = {CE Rasmussen and HH B{\"u}lthoff and B Sch{\"o}lkopf and MA Giese}, publisher = {Springer}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Berlin, Germany}, year = {2004}, doi = {} }