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All publications by Gert Lanckriet
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**Efficient Learning of Mahalanobis Metrics for Ranking**

*Daryl Lim* and *Gert Lanckriet*

Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014

**That was fast! Speeding up NN search of high dimensional distributions.**

*Emanuele Coviello*, *Adeel Mumtaz*, *Antoni Chan* and *Gert Lanckriet*

Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013

**On the relation between universality, characteristic kernels and RKHS embedding of measures**

*Bharath K. Sriperumbudur*, *Kenji Fukumizu* and *Gert Lanckriet*

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010

**Sparse eigen methods by D.C. programming**

*Bharath K. Sriperumbudur*, *David A. Torres* and *Gert Lanckriet*

Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007

**Direct convex relaxations of sparse SVM**

*Antoni B. Chan*, *Nuno Vasconcelos* and *Gert Lanckriet*

Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007

**Generalized Non-metric Multidimensional Scaling**

*Sameer Agarwal*, *Josh Wills*, *Lawrence Cayton*, *Gert Lanckriet*, *David J. Kriegman* and *Serge Belongie*

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007

**Multiple kernel learning, conic duality, and the SMO algorithm**

*Francis R. Bach*, *Gert Lanckriet* and *Michael I. Jordan*

Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004

**Learning the Kernel Matrix with Semidefinite Programming**

*Gert Lanckriet*, *Nello Cristianini*, *Peter L. Bartlett*, *Laurent E. Ghaoui* and *Michael I. Jordan*

Journal of Machine Learning Research, 2004

**A Robust Minimax Approach to Classification**

*Gert Lanckriet*, *Laurent E. Ghaoui*, *Chiranjib Bhattacharyya* and *Michael I. Jordan*

Journal of Machine Learning Research, 2002

**Minimax Probability Machine**

*Gert Lanckriet*, *Laurent E. Ghaoui*, *Chiranjib Bhattacharyya* and *Michael I. Jordan*

Advances in Neural Information Processing Systems 14, 2001