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20182024
most citedA GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning

1 citations · 1 across the 4 of their papers we have counts for

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Showing 2022Show all

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math.OC2022

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…

math.OC2022

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…