Rémi Flamary
Rémi Flamary
Laboratoire Lagrange, Université de Nice-Sophia Antipolis, Université Côte d'Azur, CNRS
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TitreCitée parAnnée
Optimal transport for Domain adaptation
N Courty, R Flamary, D Tuia, A Rakotomamonjy
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
Domain adaptation with regularized optimal transport
N Courty, R Flamary, D Tuia
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
Nonconvex Regularizations for Feature Selection in Ranking With Sparse SVM
L Laporte, R Flamary, S Canu, S Déjean, J Mothe
IEEE transactions on Neural Networks and Learning Systems 25 (6), 1118 - 1130, 2014
lp-lq penalty for sparse linear and sparse multiple kernel multi-task learning
A Rakotomamonjy, R Flamary, G Gasso, S Canu
IEEE Transactions on Neural Networks 22 (8), 1307-1320, 2011
Multiclass feature learning for hyperspectral image classification: Sparse and hierarchical solutions
D Tuia, R Flamary, N Courty
ISPRS Journal of Photogrammetry and Remote Sensing 105, 272-285, 2015
Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM
D Tuia, M Volpi, M Dalla Mura, A Rakotomamonjy, R Flamary
IEEE Transactions on Geoscience and Remote Sensing, 1-13, 2014
Joint distribution optimal transportation for domain adaptation
N Courty, R Flamary, A Habrard, A Rakotomamonjy
Advances in Neural Information Processing Systems, 3730-3739, 2017
Decoding finger movements from ECoG signals using switching linear models
R Flamary, A Rakotomamonjy
Frontiers in Neuroscience 6 (29), 2012
Large-Scale Optimal Transport and Mapping Estimation
V Seguy, BB Damodaran, R Flamary, N Courty, A Rolet, M Blondel
International Conference on Learning Representations (ICLR), 2018
sw-SVM: sensor weighting support vector machines for EEG-based brain–computer interfaces
N Jrad, M Congedo, R Phlypo, S Rousseau, R Flamary, F Yger, ...
Journal of neural engineering 8 (5), 056004, 2011
Mapping estimation for discrete optimal transport
M Perrot, N Courty, R Flamary, A Habrard
Advances in Neural Information Processing Systems, 4197-4205, 2016
Deepjdot: Deep joint distribution optimal transport for unsupervised domain adaptation
BB Damodaran, B Kellenberger, R Flamary, D Tuia, N Courty
European Conference on Computer Vision, 467-483, 2018
Wasserstein discriminant analysis
R Flamary, M Cuturi, N Courty, A Rakotomamonjy
Machine Learning, 2018
Kernel-Based Learning From Both Qualitative and Quantitative Labels: Application to Prostate Cancer Diagnosis Based on Multiparametric MR Imaging
E Niaf, R Flamary, O Rouviere, C Lartizien, S Canu
IEEE Transactions on Image Processing 3 (23), 979-991, 2014
Kernel LMS algorithm with Forward-Backward splitting for dictionnary learning
W Gao, J Chen, C Richard, J Huang, R Flamary
Acoustics Speech and Signal Processing (ICASSP), 2013 IEEE International …, 2013
Spoken wordcloud: Clustering recurrent patterns in speech
R Flamary, X Anguera, N Oliver
2011 9th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2011
Non-convex regularization in remote sensing
D Tuia, R Flamary, M Barlaud
Geoscience and Remote Sensing, IEEE Transactions on, 2016
POT Python Optimal Transport library
R Flamary, N Courty
https://github.com/rflamary/POT, 2017
DC Proximal Newton for Nonconvex Optimization Problems
A Rakotomamonjy, R Flamary, G Gasso
Neural Networks and Learning Systems, IEEE Transactions on, 2015
Handling uncertainties in SVM classification
E Niaf, R Flamary, C Lartizien, S Canu
2011 IEEE Statistical Signal Processing Workshop (SSP), 757-760, 2011
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