María Victoria Luzón

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 6

Top Topics

Learning Models

Parameter Tuning

Differentially Private

Model Order Selection

Top Venues

Trans. Assoc. Comput. Linguistics

IEEE CAA J. Autom. Sinica

Publications

Nuria Rodríguez Barroso, Javier Del Ser, María Victoria Luzón, Francisco Herrera
Defense Strategy against Byzantine Attacks in Federated Machine Learning: Developments towards Explainability. FUZZ (2024)
Francisco Herrera, Daniel Jiménez-López, Alberto Argente-Garrido, Nuria Rodríguez Barroso, Cristina Zuheros, Ignacio Aguilera-Martos, Beatriz Bello, Mario García-Márquez, María Victoria Luzón
FLEX: FLEXible Federated Learning Framework. CoRR (2024)
María Victoria Luzón, Nuria Rodríguez Barroso, Alberto Argente-Garrido, Daniel Jiménez-López, Jose M. Moyano, Javier Del Ser, Weiping Ding, Francisco Herrera
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends. IEEE CAA J. Autom. Sinica 11 (4) (2024)
Nuria Rodríguez Barroso, Eugenio Martínez Cámara, José Camacho-Collados, María Victoria Luzón, Francisco Herrera
Federated Learning for Exploiting Annotators' Disagreements in Natural Language Processing. Trans. Assoc. Comput. Linguistics 12 (2024)
Alberto Argente-Garrido, Cristina Zuheros, María Victoria Luzón, Francisco Herrera
An Interpretable Client Decision Tree Aggregation process for Federated Learning. CoRR (2024)
Daniel Jiménez-López, Nuria Rodríguez Barroso, María Victoria Luzón, Francisco Herrera
Can we infer the presence of Differential Privacy in Deep Learning models' weights? Towards more secure Deep Learning. CoRR (2023)
Enrique Yeguas, María Victoria Luzón, Reyes Pavón, Rosalía Laza, Germán Arroyo, Fernando Díaz
Automatic parameter tuning for Evolutionary Algorithms using a Bayesian Case-Based Reasoning system. Appl. Soft Comput. 18 (2014)