Network-GIANT: Fully distributed Newton-type optimization via harmonic Hessian consensus

Alessio Maritan, Ganesh Sharma, Luca Schenato +1

This paper considers the problem of distributed multi-agent learning, where the global aim is to minimize a sum of local objective (empirical loss) functions through local optimiza…