Andreas Lundell

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

2024 · arXiv (Cornell University)

This paper introduces the Bi-linear consensus Alternating Direction Method of Multipliers (Bi-cADMM), aimed at solving large-scale regularized Sparse Machine Learning (SML) problems defined over a network of computational nodes. Mathematically, these are stated as minimization …