Search - Archive ouverte HAL Access content directly

Filter your results

84 Results
authIdHal_s : remi-flamary
Image document

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
Image document

Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
Preprints, Working Papers, ... hal-02877779v1
Image document

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
Image document

Learning Wasserstein Embeddings

Nicolas Courty , Rémi Flamary , Mélanie Ducoffe
ICLR 2018 - 6th International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-13
Conference papers hal-01956306v1
Image document

Supervised Planetary Unmixing with Optimal Transport

Sina Nakhostin , Nicolas Courty , Rémi Flamary , Thomas Corpetti
WHISPERS 8th workshop on Hyperspectral image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, United States
Conference papers hal-01377236v1
Image document

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
Conference papers hal-00452332v1
Image document

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
Conference papers hal-00626168v1
Image document

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
Image document

Unsupervised variable selection for kernel methods in systems biology

Jérôme J. Mariette , Celine Brouard , Remi Flamary , Nathalie Vialaneix
Journée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Oct 2019, Toulouse, France
Conference papers hal-02787253v1
Image document

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⟩
Journal articles hal-00880980v1
Image document

Interfaces Cerveau-Machine

Rémi Flamary
DEA. 2011
Lectures cel-00675138v1
Image document

Distributed Deblurring of Large Images of Wide Field-of-View

Rahul Mourya , André Ferrari , Rémi Flamary , Pascal Bianchi , Cédric Richard
Preprints, Working Papers, ... hal-01520266v1

Toward privacy-preserving diffusion strategies for adaptation and learning over networks

Ibrahim El Khalil Harrane , Rémi Flamary , Cédric Richard
2016 24th European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, France. pp.1513-1517, ⟨10.1109/EUSIPCO.2016.7760501⟩
Conference papers hal-03633856v1
Image document

Online Graph Dictionary Learning

Cédric Vincent-Cuaz , Titouan Vayer , Rémi Flamary , Marco Corneli , Nicolas Courty
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Conference, United States
Conference papers hal-03140349v2
Image document

A group-lasso active set strategy for multiclass hyperspectral image classification

Devis Tuia , Nicolas Courty , Rémi Flamary
Photogrammetric Computer Vision (PCV), Sep 2014, Zürich, Switzerland. pp.1--9
Conference papers hal-01063450v1
Image document

Optimal spectral transportation with application to music transcription

Rémi Flamary , Cédric Févotte , Nicolas Courty , Valentin Emiya
Advances in Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
Conference papers hal-01377533v1
Image document

Generalized conditional gradient: analysis of convergence and applications

Alain Rakotomamonjy , Rémi Flamary , Nicolas Courty
[Research Report] LITIS; Lagrange; IRISA. 2015
Reports hal-01217870v1
Image document

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
Conference papers hal-01066235v1
Image document

Optimal Transport for Domain Adaptation

Nicolas Courty , Rémi Flamary , Devis Tuia , Alain Rakotomamonjy
Preprints, Working Papers, ... hal-01170705v2
Image document

Template based Graph Neural Network with Optimal Transport Distances

Cédric Vincent-Cuaz , Rémi Flamary , Marco Corneli , Titouan Vayer , Nicolas Courty
NeurIPS 2022 – 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers hal-03839517v1
Image document

Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions

Devis Tuia , Rémi Flamary , Nicolas Courty
ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 105, pp.1--14. ⟨10.1016/j.isprsjprs.2015.01.006⟩
Journal articles hal-01103078v1
Image document

Dissimilarity Measure Machines

Alain Rakotomamonjy , Abraham Traoré , Maxime Berar , Rémi Flamary , Nicolas Courty , et al.
Preprints, Working Papers, ... hal-01717940v2
Image document

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⟩
Journal articles hal-00528917v2
Image document

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
Image document

Factored couplings in multi-marginal optimal transport via difference of convex programming

Huy Quang Tran , Hicham Janati , Ievgen Redko , Rémi Flamary , Nicolas Courty
Preprints, Working Papers, ... hal-03381198v2
Image document

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⟩
Journal articles hal-00708243v2
Image document

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
Image document

Performance of the hybrid externally occulted Lyot solar coronagraph

Raphaël Rougeot , Rémi Flamary , Damien Galano​ , Claude Aime
Astronomy and Astrophysics - A&A, 2016, ⟨10.1051/0004-6361/201629259⟩
Journal articles hal-01428748v1
Image document

Distributed Approach for Deblurring Large Images with Shift-Variant Blur

Rahul Mourya , André Ferrari , Rémi Flamary , Pascal Bianchi , Cédric Richard
2017 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. ⟨10.23919/EUSIPCO.2017.8081653⟩
Conference papers hal-02365713v1
Image document

Performance Comparison of the KNN and SVM Classification Algorithms in the Emotion Detection System EMOTICA

Chaka Koné , Nhan Le Thanh , Rémi Flamary , Cécile Belleudy
International Journal of Sensor Networks and Data Communications, 2018, Vol 7 (1), pp.1-9. ⟨10.4172/2090-4886.1000153⟩
Journal articles hal-01706559v1