2 papers
math.OC2025
A relax-fix-and-exclude algorithm for an MINLP problem with multilinear interpolations
Bruno Machado Pacheco, Pedro Marcolin Antunes, Eduardo Camponogara +4
This paper introduces a novel algorithm for Mixed-Integer Nonlinear Programming (MINLP) problems with multilinear interpolations of look-up tables. These problems arise when object…
cs.LG2024
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…