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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Vydané v:	Axioms Ročník 11; číslo 3; s. 106
Hlavní autori:	Keinert, Fritz, Weber, Eric S.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.03.2022
Predmet:	Algorithms Anomalies Control theory Convergence distributed optimization Eigenvalues Estimates Gossip Kaczmarz method Linear equations Mathematical analysis Nodes random control sparse noise stochastic gradient descent
ISSN:	2075-1680, 2075-1680
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