Learning to Find Pre-Images. - Gökhan H. Bakir; Jason Weston; Bernhard Schölkopf (NIPS, 2003)

Multivariate Regression via Stiefel Manifold Constraints. - Gökhan H. Bakir; Arthur Gretton; Matthias O. Franz; Bernhard Schölkopf (DAGM-Symposium, 2004)

Learning to Find Graph Pre-images. - Gökhan H. Bakir; Alexander Zien; Koji Tsuda (DAGM-Symposium, 2004)

Efficient Approximations for Support Vector Machines in Object Detection. - Wolf Kienzle; Gökhan H. Bakir; Matthias O. Franz; Bernhard Schölkopf (DAGM-Symposium, 2004)

Learning Depth from Stereo. - Fabian H. Sinz; Joaquin Quiñonero Candela; Gökhan H. Bakir; Carl Edward Rasmussen; Matthias O. Franz (DAGM-Symposium, 2004)

Breaking SVM Complexity with Cross-Training. - Gökhan H. Bakir; Léon Bottou; Jason Weston (NIPS, 2004)

Face Detection - Efficient and Rank Deficient. - Wolf Kienzle; Gökhan H. Bakir; Matthias O. Franz; Bernhard Schölkopf (NIPS, 2004)

On the Representation, Learning and Transfer of Spatio-Temporal Movement Characteristics. - Winfried Ilg; Gökhan H. Bakir; Johannes Mezger; Martin A. Giese (Int. J. Humanoid Robotics, 2004)

Foundations of Wavelet Networks and Applications: S. Sitharama Iyengar, E. C. Cho, Vir V. Phoho; Chapman and Hall/CRC. - Gökhan H. Bakir (Neural Networks, 2004)

Building Sparse Large Margin Classifiers. - Mingrui Wu; Bernhard Schölkopf; Gökhan H. Bakir (ICML, 2005)

A Direct Method for Building Sparse Kernel Learning Algorithms. - Mingrui Wu; Bernhard Schölkopf; Gökhan H. Bakir (J. Mach. Learn. Res., 2006)

Weighted Substructure Mining for Image Analysis. - Sebastian Nowozin; Koji Tsuda; Takeaki Uno; Taku Kudo; Gökhan H. Bakir (CVPR, 2007)

Discriminative Subsequence Mining for Action Classification. - Sebastian Nowozin; Gökhan H. Bakir; Koji Tsuda (ICCV, 2007)

On the Simplification of an Examples-Based controller with Support Vector Machines. - Armin Shmilovici; Gökhan H. Bakir; A. Figueras; José Lluís de la Rosa (Control. Intell. Syst., 2007)

A decoupled approach to exemplar-based unsupervised learning. - Sebastian Nowozin; Gökhan H. Bakir (ICML, 2008)

Fast logistic regression for text categorization with variable-length n-grams. - Georgiana Ifrim; Gökhan H. Bakir; Gerhard Weikum (KDD, 2008)