AFRODITE-Optimizing Federated Learning in Resource-Constrained Environments Through Data Sampling Techniques

M Aragão, P González, C de Farias… - 2024 IEEE Conference …, 2024 - ieeexplore.ieee.org
Federated Learning (FL) has emerged as a promising solution to address challenges in
traditional machine learning (ML) regarding data privacy and security. However, training …

[PDF][PDF] Seleçao de Modelo de Aprendizado Federado Baseado em Busca e Poda para Detecçao de Defeitos Industriais

L Gantert, MEM Campista - gta.ufrj.br
Federated learning emerges as an alternative to traditional machine learning by
decentralizing model training. Client devices communicate with a central server and train the …

[引用][C] Minicursos do XLI Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos

GP Rocha Filho, MA Marotta, MF Caetano, RL Gomes… - Sociedade Brasileira de …, 2023

[引用][C] Minicursos do XXVIII Simpósio Brasileiro de Sistemas Multimídia e Web

DCM Saade, R Minetto, R Willrich, TH Silva, LB Dorini… - Sociedade Brasileira de …, 2022