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All publications by Alain Rakotomamonjy
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Multiple Operator-valued Kernel Learning
Hachem Kadri, Alain Rakotomamonjy, Philippe Preux and Francis R. Bach
Advances in Neural Information Processing Systems 25, 2012


Adaptive Canonical Correlation Analysis Based On Matrix Manifolds
Florian Yger, Maxime Berar, Gilles Gasso and Alain Rakotomamonjy
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Sparse Support Vector Infinite Push
Alain Rakotomamonjy
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Functional Regularized Least Squares Classication with Operator-valued Kernels
Hachem Kadri, Asma Rabaoui, Philippe Preux, Emmanuel Duflos and Alain Rakotomamonjy
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Composite kernel learning
Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Support Vector Machines with a Reject Option
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet and Stéphane Canu
Advances in Neural Information Processing Systems 21, 2008


More efficiency in multiple kernel learning
Alain Rakotomamonjy, Stéphane Canu, Yves Grandvalet and Francis R. Bach
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Frames, Reproducing Kernels, Regularization and Learning
Alain Rakotomamonjy and Stéphane Canu
Journal of Machine Learning Research, 2005


Variable Selection Using SVM-based Criteria
Alain Rakotomamonjy
Journal of Machine Learning Research, 2003