Luca Schenato

SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing

2022 · arXiv (Cornell University)

There is a growing interest in the distributed optimization framework that goes under the name of Federated Learning (FL). In particular, much attention is being turned to FL scenarios where the network is strongly heterogeneous …