Low Rank Approximation: Algorithms, Implementation, Applications - Softcover

Markovsky, Ivan

 
9781447122289: Low Rank Approximation: Algorithms, Implementation, Applications

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Synopsis

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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