3 citations · 3 across the 1 of their papers we have counts for
2 papers
math.OC2020★ 3 cited
DINO: Distributed Newton-Type Optimization Method
Rixon Crane, Fred Roosta
We present a novel communication-efficient Newton-type algorithm for finite-sum optimization over a distributed computing environment. Our method, named DINO, overcomes both theore…
math.OC2019
DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization
Rixon Crane, Fred Roosta
For optimization of a sum of functions in a distributed computing environment, we present a novel communication efficient Newton-type algorithm that enjoys a variety of advantages…