1
TITLE: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTHORS: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.07586
INDEXED IN: DBLP
2
TITLE: FAIR-FATE: Fair Federated Learning with Momentum
AUTHORS: Teresa Salazar; Miguel Fernandes; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14073 LNCS
INDEXED IN: Scopus CrossRef: 3
3
TITLE: FAIR-FATE: Fair Federated Learning with Momentum
AUTHORS: Teresa Salazar; Miguel Fernandes; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2023, SOURCE: Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073
INDEXED IN: DBLP
4
TITLE: FAIR-FATE: Fair Federated Learning with Momentum
AUTHORS: Teresa Salazar; Miguel Fernandes; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2209.13678
INDEXED IN: DBLP
5
TITLE: FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes
AUTHORS: Teresa Salazar; Santos, Miriam Seoane ; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2021, SOURCE: IEEE Access, VOLUME: 9
INDEXED IN: DBLP