PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NameStéphane Canu
TitleProfessor
SiteINRIA Lille - Nord Europe
StatusResearcher
Tel+33 232 95 9844
Fax+ 33 232 959 708
WWWasi.insa-rouen.fr/~scanu

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Brain Computer Interfaces
Multimodal Integration
User Modelling for Computer Human Interaction
Publications

Number of records: 40.

Rupture detection for context aware applications Gaëlle Loosli, Sang-Goog Lee and Stéphane Canu Conference or Workshop Item Item not available online. (August 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 Multi-kernel Framework for Inductive Semi-supervised Learning Xilan Tian, Gilles Gasso and Stéphane Canu Conference or Workshop Item (April 2011)
Apprentissage semi supervisé via un SVM parcimonieux : calcul du chemin de régularisation Gilles Gasso, Karina Zapien and Stéphane Canu Article Item availablity restricted. (2008)
Auto-setting the SVM hyper-parameters using regularization paths Gaëlle Loosli and Stéphane Canu Conference or Workshop Item Item not available online. (October 2006)
Classification invariante en translation de signaux non stationnaires Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item (06 September 2005)
Context changes detection by one-class SVMs Gaëlle Loosli, Sans-Goog Lee and Stéphane Canu Conference or Workshop Item (2005)
Context Retrieval by Rupture Detection Gaëlle Loosli, Sans-Goog Lee and Stéphane Canu Conference or Workshop Item (2005)
Estimation de la concentration d'un agent biologique par détection de rupture sur vidéos de fluorescences issues de PCR Abou Keita, Romain Hérault and Stéphane Canu Conference or Workshop Item Item not available online. (24 January 2012)
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)
Heteroscedastic Gaussian Process Regression quoc le, Alex Smola and Stéphane Canu Conference or Workshop Item Item not available online. (03 March 2005)
Heteroscedastic gaussian process regression quoc le, Alex Smola and Stéphane Canu Conference or Workshop Item (2005)
Invariances in Classification : an efficient SVM implementation Gaëlle Loosli, Stéphane Canu, S V N Vishwanathan and Alex Smola Conference or Workshop Item (2005)
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)
Kernel methods and the exponential family Stéphane Canu and Alex Smola Article (01 September 2005)
Kernel methods and the exponential family Stéphane Canu and Alex Smola Article (2006)
L1-Norm Regularization Path for Sparse Semi-Supervised Laplacian SVM Gilles Gasso, Karina Zapien and Stéphane Canu Article Item not available online. (2007)
Learning with Non-Positive Kernels C.S. Ong, X. Mary, S. Canu and A. Smola Conference or Workshop Item (July 2004)
Learning with Non-Positive Kernels Cheng Soon Ong, Xavier Mary, Stéphane Canu and Alex Smola Conference or Workshop Item (2004)
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)
Non positive SVM Gaëlle Loosli and Stéphane Canu Monograph (October 2010)
Non positive SVM Gaëlle Loosli and Stéphane Canu Conference or Workshop Item (December 2011)
Nonlinear functional regression: a functional RKHS approach hachem kadri, emmanuel duflos, Philippe Preux, Stéphane Canu and manuel davy Conference or Workshop Item Item not available online. (May 2010)
Perception d'états affectifs et apprentissage Gaëlle Loosli, Sang-Goog Lee, Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)
Programmation quadratique et apprentissage. Grande taille et parcimonie Stéphane Canu and Stéphane Canu Book Section Item not available online. (2007)
Recovering sparse signals with a certain family of non-convex penalties and DC programming Gilles Gasso, Alain Rakotomamonjy and Stéphane Canu Article (December 2009)
SimpleMKL Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet Article (December 2008)
Splines with non positive kernels Stéphane Canu, Cheng Soon Ong and Xavier Mary Book Section (01 October 2005)
SVM et apprentissage des très grandes bases de données Gaëlle Loosli, Stéphane Canu and Leon Bottou Conference or Workshop Item (2006)
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)
Training Invariant Support Vector Machines using Selective Sampling Stéphane Canu, Leon Bottou and Stéphane Canu Book Section Item not available online. (2007)
Training Invariant Support Vector Machines using Selective Sampling Gaëlle Loosli, Leon Bottou and Stéphane Canu Book Section Item not available online. (2007)
Une boîte à outils rapide et simple pour les SVM Gaëlle Loosli, Stéphane Canu, S V N Vishwanathan, Alex Smola and Manojit Chattopadhyay Article (June 2004)
Variational Sequence Labeling Remi Flamary, Jean-Loic Rose, Alain Rakotomamonjy and Stéphane Canu Conference or Workshop Item Item not available online. (2009)

This list was generated on Wed May 22 10:33:36 BST 2013.