Federated learning with incremental clustering for heterogeneous data. - Fabiola Espinoza Castellon; Aurélien Mayoue; Jacques-Henri Sublemontier; Cédric Gouy-Pailler (IJCNN, 2022)

FUBA: Federated Uncovering of Backdoor Attacks for Heterogeneous Data. - Fabiola Espinoza Castellon; Deepika Singh; Aurélien Mayoue; Cédric Gouy-Pailler (TPS-ISA, 2023)

Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. - Fabiola Espinoza Castellon; Eduardo Fernandes Montesuma; Fred Maurice Ngolè Mboula; Aurélien Mayoue; Antoine Souloumiac; Cédric Gouy-Pailler (ICASSP, 2024)

Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation. - Eduardo Fernandes Montesuma; Fabiola Espinoza Castellon; Fred Ngolè Mboula; Aurélien Mayoue; Antoine Souloumiac; Cédric Gouy-Pailler (CoRR, 2024)

Contributions to effective and secure federated learning with client data heterogeneity. (Contributions à un apprentissage fédéré efficace et sécurisé avec des données client hétérogènes). - Fabiola Espinoza Castellon (2024)