DINO: Distributed Newton-Type Optimization Method

Rixon Crane, Fred Roosta

Abstract: We present a novel communication-efficient Newton-type algorithm for finite-sum optimization over a distributed computing environment. Our method, named DINO, overcomes both theoretical and practic...