Alain Rakotomamonjy
Alain Rakotomamonjy
LITIS EA 4108, Université de Rouen - Criteo AI Lab
Adresse e-mail validée de insa-rouen.fr - Page d'accueil
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SimpleMKL
A Rakotomamonjy, FR Bach, S Canu, Y Grandvalet
Journal of Machine Learning Research 9 (Nov), 2491-2521, 2008
15552008
Variable selection using SVM-based criteria
A Rakotomamonjy
Journal of machine learning research 3 (Mar), 1357-1370, 2003
8122003
Svm and kernel methods matlab toolbox
S Canu, Y Grandvalet, V Guigue, A Rakotomamonjy
Perception Systmes et Information, INSA de Rouen, Rouen, France 2, 2005
5512005
BCI competition III: Dataset II-ensemble of SVMs for BCI P300 speller
A Rakotomamonjy, V Guigue
Biomedical Engineering, IEEE Transactions on 55 (3), 1147-1154, 2008
5022008
A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update
F Lotte, L Bougrain, A Cichocki, M Clerc, M Congedo, A Rakotomamonjy, ...
Journal of neural engineering 15 (3), 031005, 2018
4192018
Joint distribution optimal transportation for domain adaptation
N Courty, R Flamary, A Habrard, A Rakotomamonjy
Advances in Neural Information Processing Systems, 3730-3739, 2017
3912017
Pedestrian detection using infrared images and histograms of oriented gradients
F Suard, A Rakotomamonjy, A Bensrhair, A Broggi
Intelligent Vehicles Symposium, 2006 IEEE, 206-212, 2006
3592006
More efficiency in multiple kernel learning
A Rakotomamonjy, F Bach, S Canu, Y Grandvalet
Proceedings of the 24th international conference on Machine learning, 775-782, 2007
3412007
Recovering sparse signals with a certain family of nonconvex penalties and DC programming
G Gasso, A Rakotomamonjy, S Canu
IEEE Transactions on Signal Processing 57 (12), 4686-4698, 2009
3052009
Optimizing AUC with support vector machine (SVM)
A Rakotomamonjy
Proceedings of European Conference on Artificial Intelligence Workshop on …, 2004
184*2004
Histogram of gradients of time–frequency representations for audio scene classification
A Rakotomamonjy, G Gasso
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (1), 142-153, 2014
1672014
A pedestrian detector using histograms of oriented gradients and a support vector machine classifier
M Bertozzi, A Broggi, M Del Rose, M Felisa, A Rakotomamonjy, F Suard
Intelligent Transportation Systems Conference, 2007. ITSC 2007. IEEE, 143-148, 2007
1592007
Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms
A Rakotomamonjy
Signal processing 91 (7), 1505-1526, 2011
1562011
Composite kernel learning
M Szafranski, Y Grandvalet, A Rakotomamonjy
Proceedings of the 25th international conference on Machine learning, 1040-1047, 2008
1482008
Ensemble of SVMs for improving brain computer interface P300 speller performances
A Rakotomamonjy, V Guigue, G Mallet, V Alvarado
Artificial Neural Networks: Biological Inspirations–ICANN 2005, 45-50, 2005
1272005
Frames, reproducing kernels, regularization and learning
A Rakotomamonjy, S Canu
Journal of Machine Learning Research 6 (Sep), 1485-1515, 2005
992005
Support vector machines with a reject option
Y Grandvalet, A Rakotomamonjy, J Keshet, S Canu
Advances in neural information processing systems, 537-544, 2009
912009
\ell_p-\ell_q penalty for sparse linear and sparse multiple kernel multi-task learning
A Rakotomamonjy, Flamary, G R. and Gasso, S Canu
IEEE Transactions on Neural Networks 22 (8), 1307-1320, 2011
802011
Second order optimization of kernel parameters
O Chapelle, A Rakotomamonjy
Proc. of the NIPS Workshop on Kernel Learning: Automatic Selection of …, 2008
712008
Automatic feature learning for spatio-spectral image classification with sparse SVM
D Tuia, M Volpi, M Dalla Mura, A Rakotomamonjy, R Flamary
IEEE Transactions on Geoscience and Remote Sensing 52 (10), 6062-6074, 2014
692014
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