BlendFL: Blended Federated Learning for Handling Multimodal Data Heterogeneity

Alejandro Guerra-Manzanares, Omar El-Herraoui, Michail Maniatakos +1

One of the key challenges of collaborative machine learning, without data sharing, is multimodal data heterogeneity in real-world settings. While Federated Learning (FL) enables mo…