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Rémi Flamary

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32
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Affiliations actuelles
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Identifiants chercheurs

Présentation

Publications

arakotomamonjy
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Optimal Transport for Conditional Domain Matching and Label Shift

Alain Rakotomamonjy , Rémi Flamary , Gilles Gasso , M. El Alaya , Maxime Berar
Machine Learning, 2022, 111 (5), pp.1651-1670. ⟨10.1007/s10994-021-06088-2⟩
Article dans une revue hal-02866979v2
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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⟩
Article dans une revue hal-01377528v1
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DC Proximal Newton for Non-Convex Optimization Problems

Alain Rakotomamonjy , Remi Flamary , Gilles Gasso
IEEE Transactions on Neural Networks, 2016
Article dans une revue hal-00952445v3
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Mixed-norm Regularization for Brain Decoding

Rémi Flamary , Nisrine Jrad , Ronald Phlypo , Marco Congedo , Alain Rakotomamonjy
Computational and Mathematical Methods in Medicine, 2014, 2014, pp.ID 317056. ⟨10.1155/2014/317056⟩
Article dans une revue hal-00708243v2
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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
IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (10), pp.6062-6074. ⟨10.1109/TGRS.2013.2294724⟩
Article dans une revue hal-00880980v1
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Learning with infinitely many features

Alain Rakotomamonjy , Rémi Flamary , Florian Yger
Machine Learning, 2013, 91 (1), pp.43-66
Article dans une revue hal-00880945v1
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Decoding finger movements from ECoG signals using switching linear models

Rémi Flamary , Alain Rakotomamonjy
Frontiers in Neuroscience, 2012, 6 (29), ⟨10.3389/fnins.2012.00029⟩
Article dans une revue hal-00671478v1
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Large Margin Filtering

Rémi Flamary , Devis Tuia , Benjamin Labbé , Gustavo Camps-Valls , Alain Rakotomamonjy
IEEE Transactions on Signal Processing, 2012, 60 (2), pp.648 - 659. ⟨10.1109/TSP.2011.2173685⟩
Article dans une revue hal-00528917v2
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Learning with infinitely many features

Alain Rakotomamonjy , Rémi Flamary , Florian Yger
Machine Learning, 2012
Article dans une revue hal-00735926v1
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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
Journal of Neural Engineering, 2011, 8 (5), pp.056004. ⟨10.1088/1741-2560/8/5/056004⟩
Article dans une revue hal-00617810v1
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\ell_p-\ell_q penalty for sparse linear and sparse multiple kernel multi-task learning,

Alain Rakotomamonjy , Remi Flamary , Gilles Gasso , Stéphane Canu
IEEE Transactions on Neural Networks, 2011, 22 (8), pp.1307-1320
Article dans une revue hal-00509608v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
Conference on Uncertainty in Artificial Intelligence (UAI), Aug 2022, Eindhoven (Netherlands), France
Communication dans un congrès hal-02877779v1

Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
Uncertainty in Artificial Intelligence (UAI), 2022, Eindhoven, Netherlands
Communication dans un congrès hal-03832583v1
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Joint distribution optimal transportation for domain adaptation

Nicolas Courty , Rémi Flamary , Amaury Habrard , Alain Rakotomamonjy
NIPS 2017, Dec 2017, Los Angeles, United States
Communication dans un congrès hal-01620589v1
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Importance sampling strategy for non-convex randomized block-coordinate descent

Rémi Flamary , Alain Rakotomamonjy , Gilles Gasso
IEEE INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383796⟩
Communication dans un congrès hal-01336588v1
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Multitemporal classification without new labels: A solution with optimal transport

Devis Tuia , Rémi Flamary , Alain Rakotomamonjy , Nicolas Courty
Multitemp, Jul 2015, Annecy, France. ⟨10.1109/Multi-Temp.2015.7245773⟩
Communication dans un congrès hal-01254329v1
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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
Communication dans un congrès hal-01103073v1
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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
MLSP - 24th IEEE Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France
Communication dans un congrès hal-01066235v1
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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
Communication dans un congrès hal-01025585v1
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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
Communication dans un congrès hal-01103076v1

SVM with feature selection and smooth prediction in images: Application to CAD of prostate cancer

E. Niaf , R. Flamary , A. Rakotomamonjy , O. Rouviere , C. Lartizien
IEEE International Conference on Image Processing (ICIP) 2014, Oct 2014, Paris, France. pp.2246 - 2250, ⟨10.1109/ICIP.2014.7025455⟩
Communication dans un congrès hal-01117682v1
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Selecting from an infinite set of features in SVM

Rémi Flamary , Florian Yger , Alain Rakotomamonjy
European Symposium on Artificial Neural Networks, Apr 2011, Bruges, Belgium
Communication dans un congrès hal-00626168v1
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Filtrage vaste marge pour l'étiquetage séquentiel à noyaux de signaux

Rémi Flamary , Benjamin Labbé , Alain Rakotomamonjy
Conférence Francophone sur l'Apprentissage Automatique, May 2010, Clermont Ferrand, France. 12p
Communication dans un congrès hal-00497296v1
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Large margin filtering for signal sequence labeling

Rémi Flamary , Benjamin Labbé , Alain Rakotomamonjy
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 2010, Mar 2010, Dallas, United States. pp.1974 - 1977, ⟨10.1109/ICASSP.2010.5495281⟩
Communication dans un congrès hal-00497300v2
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Learning spatial filters for multispectral image segmentation.

Devis Tuia , Rémi Flamary , Gustavo Camps-Valls , Alain Rakotomamonjy
Machine Learning for Signal Processing, Aug 2010, Kittila, Finland. pp.1-6
Communication dans un congrès hal-00528923v1
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Variational Sequence Labeling

Rémi Flamary , Stephane Canu , Alain Rakotomamonjy , Rose Jean-Loïc
http://mlsp2009.conwiz.dk/, Sep 2009, Grenoble, France. pp.1-6, ⟨10.1109/MLSP.2009.5306238⟩
Communication dans un congrès hal-00493553v1
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Sélection de variables pour l'apprentissage simultanée de tâches

Rémi Flamary , Alain Rakotomamonjy , Gilles Gasso , Stephane Canu
Confrénce D'Apprentissage (CAp), May 2009, Hammamet, France. pp.109-120
Communication dans un congrès hal-00452332v1
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Statistical Learning for BCIs

Rémi Flamary , Alain Rakotomamonjy , Michèle Sebag
Brain–Computer Interfaces 1: Foundations and Methods, John Wiley & Sons, Inc., 2016, ⟨10.1002/9781119144977.ch9⟩
Chapitre d'ouvrage hal-02343066v1