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All publications by Gökhan H. Bakir
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A decoupled approach to exemplar-based unsupervised learning
Sebastian Nowozin and Gökhan H. Bakir
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


A Direct Method for Building Sparse Kernel Learning Algorithms
Mingrui Wu, Bernhard Schölkopf and Gökhan H. Bakir
Journal of Machine Learning Research, 2006


Building Sparse Large Margin Classifiers
Mingrui Wu, Bernhard Schölkopf and Gökhan H. Bakir
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Face Detection --- Efficient and Rank Deficient
Wolf Kienzle, Matthias O. Franz, Bernhard Schölkopf and Gökhan H. Bakir
Advances in Neural Information Processing Systems 17, 2004


Breaking SVM Complexity with Cross-Training
Léon Bottou, Jason Weston and Gökhan H. Bakir
Advances in Neural Information Processing Systems 17, 2004


Learning to Find Pre-Images
Jason Weston, Bernhard Schölkopf and Gökhan H. Bakir
Advances in Neural Information Processing Systems 16, 2003