Fabiola Espinoza Castellon

According to our database, Fabiola Espinoza Castellon authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

PhD thesis, 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

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

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

FUBA: Federated Uncovering of Backdoor Attacks for Heterogeneous Data.

Fabiola Espinoza Castellon, Deepika Singh, Aurélien Mayoue, Cédric Gouy-Pailler

Proceedings of the 5th IEEE International Conference on Trust, 2023

2022

Federated learning with incremental clustering for heterogeneous data.

Fabiola Espinoza Castellon, Aurélien Mayoue, Jacques-Henri Sublemontier, Cédric Gouy-Pailler

Proceedings of the International Joint Conference on Neural Networks, 2022