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authFullName_s : Alain Rakotomamonjy
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Generalized conditional gradient: analysis of convergence and applications

Alain Rakotomamonjy , Rémi Flamary , Nicolas Courty
[Research Report] LITIS; Lagrange; IRISA. 2015
Reports hal-01217870v1
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SVM and kernel machines

Stéphane Canu , Gaëlle Loosli , Alain Rakotomamonjy
École thématique. SVM and kernel machines, ECI 2011, Buenos Aires, 2011, pp.100
Lectures cel-00643485v1

Système d'estimation du couple d'un moteur de véhicule automobile

David Gualandris , Rodolphe Le Riche , Alain Rakotomamonjy
France, N° de brevet: No. FR20050003748 20050414. 2006
Patents emse-00680895v1
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Composite Kernel Learning

Marie Szafranski , Yves Grandvalet , Alain Rakotomamonjy
Machine Learning, 2010, 79 (1), pp.73-103. ⟨10.1007/s10994-009-5150-6⟩
Journal articles hal-00528981v1
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Optimal Transport for Domain Adaptation

Nicolas Courty , Rémi Flamary , Devis Tuia , Alain Rakotomamonjy
Preprints, Working Papers, ... hal-01170705v2
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Automatic Feature Learning for spatio-spectral image classification with sparse SVM

Devis Tuia , Michele Volpi , Mauro Dalla Mura , Alain Rakotomamonjy , Rémi Flamary et al.
IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (10), pp.6062-6074. ⟨10.1109/TGRS.2013.2294724⟩
Journal articles hal-00880980v1
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Learning with Groups of Kernels

Marie Szafranski , Yves Grandvalet , Alain Rakotomamonjy
Conférence d'Apprentissage (CAp), May 2008, Porquerolles, France. pp.à définir
Conference papers hal-00275478v1
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Large Scale Sparse Optimization for Object Detection in High Resolution Images

Aurélie Boisbunon , Rémi Flamary , Alain Rakotomamonjy , Alain Giros , Josiane Zerubia et al.
MLSP - 24th IEEE Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France
Conference papers hal-01066235v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
Preprints, Working Papers, ... hal-02877779v1
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Screening Rules for Lasso with Non-Convex Sparse Regularizers

Alain Rakotomamonjy , Gilles Gasso , Joseph Salmon
International Conference on Machine Learning, 2019, Long Beach, United States
Conference papers hal-02017967v1
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Active set strategy for high-dimensional non-convex sparse optimization problems

Aurélie Boisbunon , Rémi Flamary , Alain Rakotomamonjy
ICASSP - IEEE International Conference on Acoustics Speech and Signal Processing, May 2014, Florence, Italy
Conference papers hal-01025585v1

More efficient sparsity-inducing algorithms using inexact gradient

Alain Rakotomamonjy , Sokol Koço , Liva Ralaivola
2015 23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France. pp.709-713, ⟨10.1109/EUSIPCO.2015.7362475⟩
Conference papers hal-02343117v1
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Variational Sequence Labeling

Rémi Flamary , Stephane Canu , Alain Rakotomamonjy , Rose Jean-Loïc, Sep 2009, Grenoble, France. pp.1-6, ⟨10.1109/MLSP.2009.5306238⟩
Conference papers hal-00493553v1
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Optimal transport with Laplacian regularization

Rémi Flamary , Nicolas Courty , Alain Rakotomamonjy , Devis Tuia
NIPS 2014, Workshop on Optimal Transport and Machine Learning, Dec 2014, Montréal, Canada
Conference papers hal-01103076v1

Reconstruction de couple moteur par apprentissage statistique

Alain Rakotomamonjy , Rodolphe Le Riche , David Gualandris
[Rapport de recherche] Mines Saint-Etienne. 2004
Reports emse-00691596v1
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Les interfaces Cerveau-Machine pour la palliation du handicap moteur sévère

Marie-Hélène Bekaert , Claudine Botte-Lecocq , François Cabestaing , Alain Rakotomamonjy
Sciences et Technologies pour le Handicap, 2009, 3 (1), pp.95-121. ⟨10.3166/sth.3.95-121⟩
Journal articles hal-00521052v1
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Mapping conditional distributions for domain adaptation under generalized target shift

Matthieu Kirchmeyer , Alain Rakotomamonjy , Emmanuel de Bezenac , Patrick Gallinari
International Conference on Learning Representations, Apr 2022, Virtual, Unknown Region
Conference papers hal-03396183v3
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Continuous PDE Dynamics Forecasting with Implicit Neural Representations

Yuan Yin , Matthieu Kirchmeyer , Jean-Yves Franceschi , Alain Rakotomamonjy , Patrick Gallinari et al.
The Eleventh International Conference on Learning Representations, International Conference on Representation Learning, May 2023, Kigali, Rwanda
Conference papers hal-03792179v2
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sw-SVM : sensor weighting Support Vector Machines for EEG-based Brain-Computer Interfaces

Nisrine Jrad , Marco Congedo , Ronald Phlypo , Sandra Rousseau , Rémi Flamary et al.
Journal of Neural Engineering, 2011, 8 (5), pp.056004. ⟨10.1088/1741-2560/8/5/056004⟩
Journal articles hal-00617810v1
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Mixed-norm Regularization for Brain Decoding

Rémi Flamary , Nisrine Jrad , Ronald Phlypo , Marco Congedo , Alain Rakotomamonjy et al.
Computational and Mathematical Methods in Medicine, 2014, 2014, pp.ID 317056. ⟨10.1155/2014/317056⟩
Journal articles hal-00708243v2
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Dissimilarity Measure Machines

Alain Rakotomamonjy , Abraham Traoré , Maxime Berar , Rémi Flamary , Nicolas Courty et al.
Preprints, Working Papers, ... hal-01717940v2
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Optimal transport for Domain adaptation

Nicolas Courty , Rémi Flamary , Alain Rakotomamonjy , Devis Tuia
NIPS 2014, Workshop on Optimal Transport and Machine Learning, Dec 2014, Montréal, Canada
Conference papers hal-01103073v1
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Wasserstein Discriminant Analysis

Rémi Flamary , Marco Cuturi , Nicolas Courty , Alain Rakotomamonjy
Machine Learning, 2018, 107 (12), pp.1923-1945. ⟨10.1007/s10994-018-5717-1⟩
Journal articles hal-01377528v1
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Multiple Operator-valued Kernel Learning

Hachem Kadri , Alain Rakotomamonjy , Francis Bach , Philippe Preux
Neural Information Processing Systems (NIPS), Dec 2012, Lake Tahoe, United States
Conference papers hal-00677012v2
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Importance sampling strategy for non-convex randomized block-coordinate descent

Rémi Flamary , Alain Rakotomamonjy , Gilles Gasso
Conference papers hal-01336588v1

BCI Competition III : Dataset II - Ensemble of SVMs for BCI P300 speller

Alain Rakotomamonjy , Vincent Guigue
IEEE Transactions on Biomedical Engineering, 2008, 55 (3), pp.1147-1154
Journal articles hal-00439462v1

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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Integrating isolated examples with weakly-supervised sound event detection: a direct approach

Mohammad Abdollahi , Romain Serizel , Alain Rakotomamonjy , Gilles Gasso
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), Nov 2022, Nancy, France
Conference papers hal-03894965v1
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POT : Python Optimal Transport

Rémi Flamary , Nicolas Courty , Alexandre Gramfort , Mokhtar Zahdi Alaya , Aurélie Boisbunon et al.
Journal of Machine Learning Research, 2021
Journal articles hal-03264013v1
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Provably Convergent Working Set Algorithm for Non-Convex Regularized Regression

Alain Rakotomamonjy , Rémi Flamary , Gilles Gasso , Joseph Salmon
Preprints, Working Papers, ... hal-02875560v4