Learned parameter compression for efficient and privacy-preserving federated learning

Y Chen, L Abrahamyan, H Sahli… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Federated learning (FL) performs collaborative training of deep learning models among
multiple clients, safeguarding data privacy, security, and legal adherence by preserving …

[PDF][PDF] Learned Model Compression for Efficient and Privacy-Preserving Federated Learning

Y Chen, L Abrahamyan, H Sahli, N Deligiannis - Authorea Preprints, 2024 - techrxiv.org
Federated learning (FL) performs collaborative training of deep learning models among
multiple clients, safeguarding data privacy, security, and legal adherence by preserving …

[PDF][PDF] Communication-efficient and privacy-preserving decentralized training of deep learning models

Y Chen - 2024 - researchportal.vub.be
Artificial Intelligence (AI) serves as the overarching field that aims to replicate human-like
cognitive abilities in machines, and within AI, Machine Learning (ML) provides the key …