Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus

Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis

Federated learning (FL) enables collaborative model training across distributed devices without sharing raw data, but applying FL to multi-modal settings introduces significant cha…