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LU factorization with errors

Abstract : We present new algorithms to detect and correct errors in the lower-upper factorization of a matrix, or the triangular linear system solution, over an arbitrary field. Our main algorithms do not require any additional information or encoding other than the original inputs and the erroneous output. Their running time is softly linear in the dimension times the number of errors when there are few errors, smoothly growing to the cost of fast matrix multiplication as the number of errors increases. We also present applications to general linear system solving.
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Contributor : Jean-Guillaume Dumas Connect in order to contact the contributor
Submitted on : Tuesday, January 29, 2019 - 10:30:56 AM
Last modification on : Wednesday, November 24, 2021 - 11:32:02 AM
Long-term archiving on: : Tuesday, April 30, 2019 - 2:20:12 PM


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Jean-Guillaume Dumas, Joris van der Hoeven, Clément Pernet, Daniel Roche. LU factorization with errors. International Symposium on Symbolic and Algebraic Computation - ISSAC'19, Jul 2019, Beijing, China. pp.131-138, ⟨10.1145/3326229.3326244⟩. ⟨hal-01997592⟩



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