Author

Valeria Avino

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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. · 0 citations