Curvature accelerated decentralized non-convex optimization for high-dimensional machine learning problems

Dingran Yi, Fanhao Zeng, Nikolaos M. Freris

We consider distributed optimization as motivated by machine learning in a multi-agent system: each agent holds local data and the goal is to minimize an aggregate loss function ov…