Fred Maurice Ngolè Mboula

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 23

Top Venues

CoRR

ICASSP

SIAM J. Imaging Sci.

CVPR

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

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)
Eduardo Fernandes Montesuma, Stevan Le Stanc, Fred Maurice Ngolè Mboula
Online Multi-Source Domain Adaptation through Gaussian Mixtures and Dataset Dictionary Learning. CoRR (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR (2023)
Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pallier
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR (2023)
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 (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Recent Advances in Optimal Transport for Machine Learning. CoRR (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula
Wasserstein Barycenter Transport for Acoustic Adaptation. ICASSP (2021)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula
Wasserstein Barycenter for Multi-Source Domain Adaptation. CVPR (2021)
Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Vincent Prost
Semi-supervised dictionary learning with graph regularization and active points. CoRR (2020)
Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Vincent Prost
Semisupervised Dictionary Learning with Graph Regularized and Active Points. SIAM J. Imaging Sci. 13 (2) (2020)
Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck
Manifold attack. CoRR (2020)
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 Nonlinear Dictionary Learning. SIAM J. Imaging Sci. 11 (1) (2018)
Khanh-Hung Tran, Fred Maurice Ngolè Mboula, Jean-Luc Starck
Semi-supervised dual graph regularized dictionary learning. CoRR (2018)
Fred Maurice Ngolè Mboula, Jean-Luc Starck
PSF field learning based on Optimal Transport Distances. CoRR (2017)
Fred Maurice Ngolè Mboula, Jean-Luc Starck
Point Spread Function Field Learning Based on Optimal Transport Distances. SIAM J. Imaging Sci. 10 (3) (2017)
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 (2017)
Fred Maurice Ngolè Mboula, Jean-Luc Starck, Koryo Okumura, Jérôme Amiaux, Patrick Hudelot
Constraint matrix factorization for space variant PSFs field restoration. CoRR (2016)
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 (2016)
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 (2014)
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 (2014)

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Publication Activity (10 Years)

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Fred Maurice Ngolè Mboula