PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NameAlain Rakotomamonjy
TitleAssistant Professor
SiteINRIA Lille - Nord Europe
StatusResearcher
Tel+33 232 95 97 03
Fax+ 33 232 95 97 08
WWW

Research Interests
Learning/Statistics & Optimisation
Theory & Algorithms
Machine Vision
Brain Computer Interfaces
Publications

Number of records: 33.

Multiple Operator-valued Kernel Learning Hachem Kadri, Alain Rakotomamonjy, Francis Bach and Philippe Preux Conference or Workshop Item Item not available online. (December 2012)
Object Categorization using Kernels combining Graphs and Histogram of Gradients Frédéric Suard, Alain Rakotomamonjy and Aziz Bensrhair Conference or Workshop Item (18 September 2006)
Pedestrian Detection using Stereo-vision and Graph Kernels Frederic Suard, Vincent Guigue, Alain Rakotomamonjy and Abdelaziz Bensrhair Conference or Workshop Item Item not available online. (June 2005)
Translation invariant classification of non-stationary signals Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (27 April 2005)
Translation invariant classification of non-stationary signals Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
A fast and efficient toolbox for SVMs in Matlab Gaëlle Loosli, Stéphane Canu, Alain Rakotomamonjy, Alex Smola and S V N Vishwanathan Conference or Workshop Item Item not available online. (June 2004)
A supervised strategy for deep kernel machine Florian Yger, Maxime Berar, Gilles Gasso and Alain Rakotomamonjy Conference or Workshop Item (April 2011)
Algorithms for Multiple Basis Pursuit Denoising Alain Rakotomamonjy Conference or Workshop Item Item not available online. (2009)
Analysis of SVM regression bounds for variable ranking Alain Rakotomamonjy Monograph Item availablity restricted. (February 2005)
BCI Competition III : Dataset II - Ensemble of SVMs for BCI P300 speller Alain Rakotomamonjy and Vincent Guigue Article Item availablity restricted. (2005)
Classification invariante en translation de signaux non stationnaires Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (06 September 2005)
Composite Kernel Learning Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy Conference or Workshop Item (2008)
Composite Kernel Learning Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy Article Item not available online. (2009)
Ensemble of SVMs for improving Brain Computer Interface P300 speller performances Alain Rakotomamonjy, Vincent Guigue, Gregory Mallet and Victor Alvarado Conference or Workshop Item Item availablity restricted. (September 2005)
Estimation de signaux par noyaux d'ondelettes Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
Estimation de signaux par noyaux d’ondelettes Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (09 September 2005)
Frames, Reproducing Kernels, Regularization and Learning Alain Rakotomamonjy and Stéphane Canu Article (September 2005)
Functional Regularized Least Squares Classification with Operator-Valued Kernels Hachem Kadri, Asma Rabaoui, Philippe Preux, Emmanuel Duflos and Alain Rakotomamonjy Conference or Workshop Item (June 2011)
Kernel Basis Pursuit Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (04 October 2005)
Kernel Basis Pursuit Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
More Efficiency in Multiple Kernel Learning Alain Rakotomamonjy, Francis Bach, Yves Grandvalet and Stéphane Canu Conference or Workshop Item Item not available online. (2007)
More efficiency in multiple kernel learning Alain Rakotomamonjy, Stéphane Canu and Yves Grandvalet Monograph Item availablity restricted. (15 June 2006)
Optimizing area under ROC curves with SVMs Alain Rakotomamonjy Conference or Workshop Item (20 August 2004)
Pedestrian Detection using Infrared images and Histograms of Oriented Gradients Frédéric Suard, Alain Rakotomamonjy, Aziz Bensrhair and Alberto Broggi Conference or Workshop Item (21 June 2006)
Perception d'états affectifs et apprentissage Gaëlle Loosli, Sang-Goog Lee, Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
Recovering sparse signals with a certain family of non-convex penalties and DC programming Gilles Gasso, Alain Rakotomamonjy and Stéphane Canu Article (December 2009)
Segmentation Evaluation Using A Support Vector Machine Sebastien Chabrier, Christophe Rosenberger, Helene Laurent and Alain Rakotomamonjy Conference or Workshop Item Item not available online. (August 2005)
SimpleMKL Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet Article (December 2008)
Surveying and comparing simultaneous sparse approximation (or group lasso) algorithms Alain Rakotomamonjy Article Item not available online. (2011)
SVM Multi-Task Learning and Non convex Sparsity Measure Remi Flamary, Alain Rakotomamonjy, Gilles Gasso and Stéphane Canu Conference or Workshop Item Item not available online. (April 2009)
Variational Sequence Labeling Remi Flamary, Jean-Loic Rose, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item Item not available online. (2009)
Wavelet Kernel Learning Florian Yger and Alain Rakotomamonjy Article Item not available online. (2010)
\ell_p-\ell_q penalty for sparse linear and multiple kernel multi-task learning Alain Rakotomamonjy, Remi Flamary, Gilles Gasso and Stephane Canu Article Item not available online. (2010)

This list was generated on Mon May 20 09:33:13 BST 2013.