HBNET-GIANT: A communication-efficient accelerated Newton-type fully distributed optimization algorithm

Souvik Das, Luca Schenato, Subhrakanti Dey

This article presents a second-order fully distributed optimization algorithm, HBNET-GIANT, driven by heavy-ball momentum, for $L$-smooth and $\mu$-strongly convex objective function…