| 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 | 208 | 2015 |
| 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 | 181 | 2018 |
| Wasserstein barycenter for multi-source domain adaptation EF Montesuma, FMN Mboula Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 57 | 2021 |
| 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 | 37 | 2015 |
| Recent advances in optimal transport for machine learning EF Montesuma, FMN Mboula, A Souloumiac IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 32 | 2024 |
| Space variant deconvolution of galaxy survey images S Farrens, FMN Mboula, JL Starck Astronomy & Astrophysics 601, A66, 2017 | 22 | 2017 |
| 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 | 19 | 2020 |
| Multi-source domain adaptation through dataset dictionary learning in wasserstein space E Montesuma, FMN Mboula, A Souloumiac ECAI 2023, 1739-1746, 2023 | 14 | 2023 |
| Wasserstein barycenter transport for acoustic adaptation EF Montesuma, FMN Mboula ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 11 | 2021 |
| Point spread function field learning based on optimal transport distances F Ngolè, JL Starck SIAM Journal on Imaging Sciences 10 (3), 1549-1578, 2017 | 11 | 2017 |
| 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 | 10 | 2016 |
| 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 | 9 | 2022 |
| 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 | 6 | 2023 |
| 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 | 6 | 2017 |
| 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 | 5 | 2024 |
| 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 | 4 | 2020 |
| Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport EF Montesuma, FN Mboula, A Souloumiac Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 3 | 2024 |
| 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 | 3 | 2024 |
| 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 | 3 | 2021 |
| Optimal transport for domain adaptation through gaussian mixture models EF Montesuma, FMN Mboula, A Souloumiac arXiv preprint arXiv:2403.13847, 2024 | 2 | 2024 |