Lorenzo Valerio

Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity

2023 · arXiv (Cornell University)

Federated Learning (FL) is a well-known framework for successfully performing a learning task in an edge computing scenario where the devices involved have limited resources and incomplete data representation. The basic assumption of FL is …