1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
Sparse Convex Optimization Toolkit: A Mixed-Integer Framework
Alireza Olama, Eduardo Camponogara, Jan Kronqvist
This paper proposes an open-source distributed solver for solving Sparse Convex Optimization (SCO) problems over computational networks. Motivated by past algorithmic advances in m…
Distributed Primal Outer Approximation Algorithm for Sparse Convex Programming with Separable Structures
Alireza Olama, Eduardo Camponogara, Paulo R. C. Mendes
This paper presents the Distributed Primal Outer Approximation (DiPOA) algorithm for solving Sparse Convex Programming (SCP) problems with separable structures, efficiently, and in…
Stable MPC Design for Hybrid Mixed Logical Dynamical Systems: -based Lyapunov Approach
Alireza Olama, Mokhtar Shasadeghi, Amin Ramezani
There are two main challenges in control of hybrid systems which are to guarantee the closed-loop stability and reduce computational complexity. In this paper, we propose the expon…