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Sparse Modeling: Theory, Algorithms, and Applications

Sparse Modeling: Theory, Algorithms, and Applications

Paperback

Series: Chapman & Hall/CRC Machine Learning & Pattern Recognition

Business GeneralTechnology & EngineeringGeneral Computers

ISBN10: 0367658925
ISBN13: 9780367658922
Publisher: Crc Pr Inc
Published: Sep 30 2020
Pages: 236
Weight: 0.80
Height: 0.54 Width: 6.14 Depth: 9.21
Language: English

This book provides an introduction to the growing field of sparse modeling, including application examples, problem formulations that yield sparse solutions, algorithms for finding such solutions, and recent theoretical results on sparse recovery. It describes optimization problems involving commonly used sparsity-enforcing approaches as well as

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Business General