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Machine learning for learner English

Nicolas Ballier , Stéphane Canu , Caroline Petitjean , Gilles Gasso , Carlos Balhana , et al.
International Journal of Learner Corpus Research, 2020, 6 (1), pp.72-103. ⟨10.1075/ijlcr.18012.bal⟩
Journal articles hal-02496670v1
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Nonlinear functional regression: a functional RKHS approach

Hachem Kadri , Emmanuel Duflos , Philippe Preux , Stephane Canu , Manuel Davy
Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS'10), 2010, Italy. pp.374-380
Conference papers hal-00510411v1
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Collecte, analyse et évaluation d'informations en sources ouvertes

Yann Mombrun , Alexandre Pauchet , Bruno Grilhères , Stéphane Canu
Atelier COTA des 21es Journées francophones d'Ingénierie des Connaissances, Jun 2010, Nimes, France
Conference papers hal-00537156v1
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Apprentissage de sphères maximales d’exclusion avec garanties théoriques

Guillaume Metzler , Xavier Badiche , Brahim Belkasmi , Stéphane Canu , Elisa Fromont , et al.
Conférence sur l'Apprentissage Automatique, Jun 2017, Grenoble, France
Conference papers hal-01581550v1

Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning

Rachel Blin , Samia Ainouz , Stéphane Canu , Fabrice Meriaudeau
2019 IEEE Intelligent Transportation Systems Conference - ITSC, IEEE; Intel; Griffith Univ; Auckland Tourism Events & Econ Dev, Oct 2019, Auckland, New Zealand. pp.27-32, ⟨10.1109/ITSC.2019.8916853⟩
Conference papers hal-02564343v1
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L 1-norm double backpropagation adversarial defense

Ismaïla Seck , Gaëlle Loosli , Stephane Canu
ESANN - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, France
Conference papers hal-02049020v1
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ESTIMATION OF MINIMUM MEASURE SETS IN REPRODUCING KERNEL HILBERT SPACES AND APPLICATIONS.

Manuel Davy , Frederic Desobry , Stephane Canu
IEEE ICASSP 2006, 2006, Toulouse, France
Conference papers inria-00119999v1

SVM with a reject option

Yves Grandvalet , Alain Rakotomamonjy , Joseph Keshet , Stephane Canu
NIPS, 2008, Canada. pp.1-8
Conference papers hal-00439487v1
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Une véritable approche L0 pour l'apprentissage de dictionnaire

Yuan Liu , Stéphane Canu , Paul Honeine , Su Ruan
Actes du 26-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2017, Juan-Les-Pins, France
Conference papers hal-01965912v1
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Introduction to optimization with applications in astronomy and astrophysics

Stephane Canu , Rémi Flamary , David Mary
2016
Preprints, Working Papers, ... hal-01346134v1

Adapted learning for polarization-based car detection

Rachel Blin , Samia Ainouz , Stephane Canu , Fabrice Mériaudeau
14th International Conference on Quality Control by Artificial Vision, May 2019, Mulhouse, France. pp.98, ⟨10.1117/12.2523388⟩
Conference papers hal-02471097v1

Procédé d'élaboration d'un discriminateur multiclasse

Stephane Canu , Jérôme Fournier , Yves Grandvalet , Benjamin Labbé , Gaëlle Loosli , et al.
France, N° de brevet: FR2993381. 2015
Patents hal-01593585v1

Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities

Tongxue Zhou , Stéphane Canu , Pierre Vera , Su Ruan
IEEE Transactions on Image Processing, 2021, 30, pp.4263-4274. ⟨10.1109/TIP.2021.3070752⟩
Journal articles hal-03200795v1
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SimpleMKL

Alain Rakotomamonjy , Francis Bach , Stephane Canu , Yves Grandvalet
Journal of Machine Learning Research, 2008, 9, pp.2491-2521
Journal articles hal-00218338v2
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Functional learning through kernels

Stephane Canu , Xavier Mary , Alain Rakotomamonjy
J. Suykens, G. Horvath, S. Basu, C. Micchelli, J. Vandewalle. Advances in Learning Theory: Methods, Models and Application, IOS Press, pp.89-110, 2003, NATO Science Series III: Computer and Systems Sciences, Vol. 190
Book sections hal-00422240v1
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Technical report : SVM in Krein spaces

Gaëlle Loosli , Cheng Soon Ong , Stephane Canu
2013
Preprints, Working Papers, ... hal-00869658v1
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Handling uncertainties in SVM classification

Emilie Niaf , Rémi Flamary , Carole Lartizien , Stéphane Canu
IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France
Conference papers hal-00582789v2
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Fuzzy Set Similarity using a Distance-Based Kernel on Fuzzy Sets

Jorge Guevara , Roberto Hirata , Stéphane Canu
2015
Preprints, Working Papers, ... hal-01235834v2

Doc2Vec on the PubMed corpus: study of a new approach to generate related articles

Emeric Dynomant , Stéfan J. Darmoni , Émeline Lejeune , Gaétan Kerdelhué , Jean-Philippe Leroy , et al.
2019
Preprints, Working Papers, ... hal-02407163v1
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Word embedding for French natural language in healthcare: a comparative study (Preprint)

Emeric Dynomant , Romain Lelong , Badisse Dahamna , Clément Massonnaud , Gaétan Kerdelhué , et al.
2019
Preprints, Working Papers, ... hal-02321827v1
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Operator-Valued Kernels for Nonparametric Operator Estimation

Hachem Kadri , Philippe Preux , Emmanuel Duflos , Stephane Canu
[Research Report] RR-7607, INRIA. 2011
Reports inria-00587649v1
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Criteria for variable selection with dependence

Aurélie Boisbunon , Stephane Canu , Dominique Fourdrinier
2011
Preprints, Working Papers, ... hal-00626307v1
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Operator-valued Kernels for Learning from Functional Response Data

Hachem Kadri , Emmanuel Duflos , Philippe Preux , Stéphane Canu , Alain Rakotomamonjy , et al.
Journal of Machine Learning Research, 2016, 17 (20), pp.1-54
Journal articles hal-01221329v2

A multi-modality fusion network based on attention mechanism for brain tumor segmentation

Tongxue Zhou , Su Ruan , Yu Guo , Stéphane Canu
International Symposium on Biomedical Imaging (IEEE-ISBI 2020), Apr 2020, Iowa, United States
Conference papers hal-02922478v1

Pré-apprentissage supervisé pour les réseaux profonds

Xilan Tian , Romain Hérault , Gilles Gasso , Stéphane Canu
Reconnaissance des Formes et Intelligence Artificielle (RFIA), Jan 2010, Caen, France
Conference papers hal-02351919v1

Comparaisons de stratégies de discrimination de masses de véhicules automobiles

Alain Rakotomamonjy , Rodolphe Le Riche , David Gualandris , Stephane Canu
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2002, VOL 16/6, pp.753-784. ⟨10.3166/ria.16.753-784⟩
Journal articles istex emse-00686936v1
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Non-convex Regularizations for Feature Selection in Ranking With Sparse SVM

Léa Laporte , Rémi Flamary , Stephane Canu , Sébastien Dejean , Josiane Mothe
IEEE Transactions on Neural Networks and Learning Systems, 2013, vol. 25 (n° 6), pp.1118-1130. ⟨10.1109/TNNLS.2013.2286696⟩
Journal articles hal-01123818v3

Robust outlier detection with L0-SVDD

M. El Azami , C. Lartizien , S. Canu
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2014, Apr 2014, Bruges, Belgium
Conference papers hal-00956468v1
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Multiple functional regression with both discrete and continuous covariates

Hachem Kadri , Philippe Preux , Emmanuel Duflos , Stéphane Canu
2nd International Workshop on Functional and Operatorial Statistics (IWFOS), Jun 2011, Santander, Spain. pp.189-195
Conference papers hal-00772425v1
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Learning to Recognize Touch Gestures: Recurrent vs. Convolutional Features and Dynamic Sampling

Quentin Debard , Christian Wolf , Stephane Canu , Julien Arné
FG'2018 - 13th IEEE International Conference on Automatic Face and Gesture Recognition, May 2018, Xi'An, China. pp.114-121, ⟨10.1109/FG.2018.00026⟩
Conference papers hal-02302545v1