Preprint
Aug 2026
Sheaf-Based Federated Representation Learning
The results show that Sheaf-FRL outperforms baseline approaches in terms of local and post-communication classification accuracy across different levels of local distribution shift and exhibits greater robustness to latent-space dimensionality compression.
Gabriele D’Acunto, Enrico Grimaldi, Valeria Avino et al.
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