An Adaptive Decentralized Quasi-Newton Method with Stepsizes Independent of the Local-Update Budget

Hao Wu, Liping Wang

This paper proposes a novel Adaptive Decentralized Quasi-Newton (AdaDQN) method for solving smooth nonconvex optimization problems over undirected networks. While standard decentra…