A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning

Alireza Olama, Andreas Lundell, Jan Kronqvist +2

This paper introduces the Bi-linear consensus Alternating Direction Method of Multipliers (Bi-cADMM), aimed at solving large-scale regularized Sparse Machine Learning (SML) problem…