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cs.DC2016
A Distributed Newton Method for Large Scale Consensus Optimization
Rasul Tutunov, Haitham Bou Ammar, Ali Jadbabaie
In this paper, we propose a distributed Newton method for consensus optimization. Our approach outperforms state-of-the-art methods, including ADMM. The key idea is to exploit the…
cs.DC2015★ 8 cited
A Fast Distributed Solver for Symmetric Diagonally Dominant Linear Equations
Rasul Tutunov, Haitham Bou Ammar, Ali Jadbabaie
In this paper, we propose a fast distributed solver for linear equations given by symmetric diagonally dominant M-Matrices. Our approach is based on a distributed implementation of…