| Wasserstein Barycenter for Multi-Source Domain Adaptation EF Montesuma, FMN Mboula IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 16785 …, 2021 | 61 | 2021 |
| Recent advances in optimal transport for machine learning EF Montesuma, FMN Mboula, A Souloumiac IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 40 | 2024 |
| Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space EF Montesuma, FN Mboula, A Souloumiac 26th European Conference on Artificial Intelligence 372, 1739 - 1746, 2023 | 17 | 2023 |
| Wasserstein Barycenter Transport for Acoustic Adaptation EF Montesuma, FMN Mboula ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 11 | 2021 |
| 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 |
| 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 | 8 | 2024 |
| Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process EF Montesuma, M Mulas, FN Mboula, F Corona, A Souloumiac ML4CCE Workshop at ECML-PKDD 2024, 2024 | 8* | 2024 |
| Opendenoising: an extensible benchmark for building comparative studies of image denoisers F Lemarchand, EF Montesuma, M Pelcat, E Nogues ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 8 | 2020 |
| 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 | 5 | 2024 |
| 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 | 4 | 2024 |
| Optimal Transport for Domain Adaptation through Gaussian Mixture Models EF Montesuma, FMN Mboula, A Souloumiac Transactions on Machine Learning Research, 2025 | 2 | 2025 |
| Multi-Source Domain Adaptation through Wasserstein Barycenters EF Montesuma Université Paris-Saclay, 2024 | 1 | 2024 |
| Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation EF Montesuma, FE Castellon, FN Mboula, A Mayoue, A Souloumiac, ... arXiv preprint arXiv:2407.11647, 2024 | 1 | 2024 |
| An Empirical Study of Information Retrieval and Machine Reading Comprehension Algorithms for an Online Education Platform EF Montesuma, LC Carneiro, ARP Damasceno, JVFT de Sampaio, ... Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL …, 2021 | 1 | 2021 |
| Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation R Clain, EF Montesuma, FN Mboula ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025 | | 2025 |
| KDM: An unifying framework for feature knowledge distillation EF Montesuma arXiv preprint arXiv:2504.01757, 2025 | | 2025 |
| Unsupervised Anomaly Detection through Mass Repulsing Optimal Transport EF Montesuma, AE Habazi, FN Mboula arXiv preprint arXiv:2502.12793, 2025 | | 2025 |
| A dimensionality reduction technique based on the Gromov-Wasserstein distance RP Eufrazio, EF Montesuma, CC Cavalcante arXiv preprint arXiv:2501.13732, 2025 | | 2025 |
| Online Multi-Source Domain Adaptation Through Gaussian Mixtures and Dataset Dictionary Learning EF Montesuma, S Le Stanc, FN Mboula 2024 IEEE 34th International Workshop on Machine Learning for Signal …, 2024 | | 2024 |
| CROSS-DOMAIN FAULT DIAGNOSIS THROUGH OPTIMAL TRANSPORT EF Montesuma Universidade Federal do Ceará, 2021 | | 2021 |
Fred Ngolè MboulaChercheur en analyse de données, CEA - Paris SaclayVerified email at cea.fr
