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Fred Ngolè Mboula
Fred Ngolè Mboula
Chercheur en analyse de données, CEA - Paris Saclay
E-mail confirmado em cea.fr
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Ano
GREAT3 results–I. Systematic errors in shear estimation and the impact of real galaxy morphology
R Mandelbaum, B Rowe, R Armstrong, D Bard, E Bertin, J Bosch, ...
Monthly Notices of the Royal Astronomical Society 450 (3), 2963-3007, 2015
1832015
Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning
MA Schmitz, M Heitz, N Bonneel, F Ngole, D Coeurjolly, M Cuturi, G Peyré, ...
SIAM Journal on Imaging Sciences 11 (1), 643-678, 2018
1642018
Wasserstein barycenter for multi-source domain adaptation
EF Montesuma, FMN Mboula
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
352021
Super-resolution method using sparse regularization for point-spread function recovery
FMN Mboula, JL Starck, S Ronayette, K Okumura, J Amiaux
Astronomy & Astrophysics 575, A86, 2015
352015
Space variant deconvolution of galaxy survey images
S Farrens, FMN Mboula, JL Starck
Astronomy & Astrophysics 601, A66, 2017
212017
Euclid: Nonparametric point spread function field recovery through interpolation on a graph Laplacian
MA Schmitz, JL Starck, FN Mboula, N Auricchio, J Brinchmann, ...
Astronomy & Astrophysics 636, A78, 2020
162020
Recent advances in optimal transport for machine learning
EF Montesuma, FN Mboula, A Souloumiac
arXiv preprint arXiv:2306.16156, 2023
122023
Point spread function field learning based on optimal transport distances
F Ngolè, JL Starck
SIAM Journal on Imaging Sciences 10 (3), 1549-1578, 2017
112017
Wasserstein barycenter transport for acoustic adaptation
EF Montesuma, FMN Mboula
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
102021
Constraint matrix factorization for space variant PSFs field restoration
F Ngolè, JL Starck, K Okumura, J Amiaux, P Hudelot
Inverse Problems 32 (12), 124001, 2016
92016
Multi-source domain adaptation through dataset dictionary learning in wasserstein space
EF Montesuma, FN Mboula, A Souloumiac
arXiv preprint arXiv:2307.14953, 2023
72023
Cross-domain fault diagnosis through optimal transport for a CSTR process
EF Montesuma, M Mulas, F Corona, FMN Mboula
IFAC-PapersOnLine 55 (7), 946-951, 2022
72022
Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes
EF Montesuma, M Mulas, FN Mboula, F Corona, A Souloumiac
arXiv preprint arXiv:2308.11247, 2023
52023
Semisupervised dictionary learning with graph regularized and active points
KH Tran, FM Ngolè Mboula, JL Starck, V Prost
SIAM Journal on Imaging Sciences 13 (2), 724-745, 2020
42020
Optimal transport-based dictionary learning and its application to euclid-like point spread function representation
MA Schmitz, M Heitz, N Bonneel, F Ngolè, D Coeurjolly, M Cuturi, G Peyré, ...
Wavelets and Sparsity XVII 10394, 72-81, 2017
42017
Multi-source domain adaptation for cross-domain fault diagnosis of chemical processes
E Fernandes Montesuma, M Mulas, F Ngolè Mboula, F Corona, ...
arXiv e-prints, arXiv: 2308.11247, 2023
22023
Multi-source domain adaptation through dataset dictionary learning in wasserstein space
E Fernandes Montesuma, F Ngolè Mboula, A Souloumiac
arXiv e-prints, arXiv: 2307.14953, 2023
22023
Galaxy image restoration with shape constraint
F Nammour, MA Schmitz, FMN Mboula, JL Starck, JN Girard
Journal of Fourier Analysis and Applications 27, 1-22, 2021
22021
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning
EF Montesuma, FN Mboula, A Souloumiac
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
12024
Federated dataset dictionary learning for multi-source domain adaptation
FE Castellon, EF Montesuma, FN Mboula, A Mayoue, A Souloumiac, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
12024
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