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Low Rank Approximation: Algorithms, Implementation, Applications (in English)
Ivan Markovsky
(Author)
·
Springer
· Paperback
Low Rank Approximation: Algorithms, Implementation, Applications (in English) - Markovsky, Ivan
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Synopsis "Low Rank Approximation: Algorithms, Implementation, Applications (in English)"
Introduction.- From Data to Models.- Applications in System and Control Theory.- Applications in Signal Processing.- Applications in Computer Algebra.- Applications in Machine Learing.- Subspace-type Algorithms.- Algorithms Based on Local Optimization.- Data Smoothing and Filtering.- Recursive Algorithms.
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