A Randomized Distributed Kaczmarz Algorithm and Anomaly Detection

A Randomized Distributed Kaczmarz Algorithm and Anomaly Detection

The Kaczmarz algorithm is an iterative method for solving systems of linear equations. We introduce a randomized Kaczmarz algorithm for solving systems of linear equations in a distributed environment, i.e., the equations within the system are distributed over multiple nodes within a network. The mo...

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Bibliographic Details
Main Authors: Fritz Keinert, Eric S. Weber
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Axioms
Subjects:
Kaczmarz method
linear equations
random control
distributed optimization
stochastic gradient descent
sparse noise
Online Access:https://www.mdpi.com/2075-1680/11/3/106

Internet

https://www.mdpi.com/2075-1680/11/3/106

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