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Empirical Analysis of Stochastic Methods of Linear Algebra

In this paper we present the results of an empirical study of stochastic projection and stochastic gradient descent methods as means of obtaining approximate inverses and preconditioners for iterative methods. Results of numerical experiments are used to analyse scalability and overall suitability o...

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Detalles Bibliográficos
Autores principales: Şahin, Mustafa Emre, Lebedev, Anton, Alexandrov, Vassil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304785/
http://dx.doi.org/10.1007/978-3-030-50436-6_40