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Fred Maurice Ngolè Mboula
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2020 – today
- 2024
- [c8]Fabiola Espinoza Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. ICASSP 2024: 5610-5614 - [c7]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP 2024: 5620-5624 - [c6]Eduardo Fernandes Montesuma, Stevan Le Stanc, Fred Ngolè Mboula:
Online Multi-Source Domain Adaptation Through Gaussian Mixtures and Dataset Dictionary Learning. MLSP 2024: 1-6 - [c5]Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac:
Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. ECML/PKDD (6) 2024: 21-38 - [i18]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR abs/2403.13847 (2024) - [i17]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR abs/2404.10261 (2024) - [i16]Eduardo Fernandes Montesuma, Fabiola Espinoza Castellon, Fred Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation. CoRR abs/2407.11647 (2024) - [i15]Eduardo Fernandes Montesuma, Stevan Le Stanc, Fred Maurice Ngolè Mboula:
Online Multi-Source Domain Adaptation through Gaussian Mixtures and Dataset Dictionary Learning. CoRR abs/2407.19853 (2024) - 2023
- [c4]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI 2023: 1739-1746 - [i14]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Recent Advances in Optimal Transport for Machine Learning. CoRR abs/2306.16156 (2023) - [i13]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR abs/2307.14953 (2023) - [i12]Eduardo Fernandes Montesuma, Michela Mulas, Fred Maurice Ngolè Mboula, Francesco Corona, Antoine Souloumiac:
Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes. CoRR abs/2308.11247 (2023) - [i11]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR abs/2309.07666 (2023) - [i10]Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR abs/2309.07670 (2023) - 2021
- [c3]Eduardo Fernandes Montesuma
, Fred Maurice Ngolè Mboula:
Wasserstein Barycenter for Multi-Source Domain Adaptation. CVPR 2021: 16785-16793 - [c2]Eduardo Fernandes Montesuma
Wasserstein Barycenter Transport for Acoustic Adaptation. ICASSP 2021: 3405-3409 - 2020
- [j3]Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck
Semisupervised Dictionary Learning with Graph Regularized and Active Points. SIAM J. Imaging Sci. 13(2): 724-745 (2020) - [c1]Fred Maurice Ngolè Mboula, Erwan Nogues:
IDrISS: Intrusion Detection for IT Systems Security : Toward a semantic modelling of side-channel signals. EUSIPCO 2020: 735-739 - [i9]Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Vincent Prost:
Semi-supervised dictionary learning with graph regularization and active points. CoRR abs/2009.05964 (2020) - [i8]Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck:
Manifold attack. CoRR abs/2009.05965 (2020)
2010 – 2019
- 2018
- [j2]Morgan A. Schmitz, Matthieu Heitz
Wasserstein Dictionary Learning: Optimal Transport-Based Unsupervised Nonlinear Dictionary Learning. SIAM J. Imaging Sci. 11(1): 643-678 (2018) - [i7]Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck:
Semi-supervised dual graph regularized dictionary learning. CoRR abs/1812.04456 (2018) - 2017
- [j1]Fred Maurice Ngolè Mboula, Jean-Luc Starck:
Point Spread Function Field Learning Based on Optimal Transport Distances. SIAM J. Imaging Sci. 10(3): 1549-1578 (2017) - [i6]Fred Maurice Ngolè Mboula, Jean-Luc Starck:
PSF field learning based on Optimal Transport Distances. CoRR abs/1703.06066 (2017) - [i5]Morgan A. Schmitz, Matthieu Heitz, Nicolas Bonneel, Fred Maurice Ngolè Mboula, David Coeurjolly, Marco Cuturi, Gabriel Peyré, Jean-Luc Starck:
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning. CoRR abs/1708.01955 (2017) - 2016
- [b1]Fred Maurice Ngolè Mboula:
Advanced methods and algorithm for high precision astronomical imaging. (Méthodes et algorithmes avancés pour l'imagerie astronomique de haute précision). University of Paris-Saclay, France, 2016 - [i4]Fred Maurice Ngolè Mboula, Jean-Luc Starck, Koryo Okumura, Jérôme Amiaux, Patrick Hudelot:
Constraint matrix factorization for space variant PSFs field restoration. CoRR abs/1608.08104 (2016) - [i3]Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang:
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR abs/1609.04167 (2016) - 2014
- [i2]Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014) - [i1]Fred Maurice Ngolè Mboula, Jean-Luc Starck, Samuel Ronayette, Koryo Okumura, Jérôme Amiaux:
Super-resolution method using sparse regularization for point-spread function recovery. CoRR abs/1410.7679 (2014)
Coauthor Index
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