Sparse Modeling: Theory, Algorithms, and Applications

By Genady Grabarnik and Irina Rish

Book Overview

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

• Format: Paperback
• Language: English
• ISBN: 0367658925
• ISBN13: 9780367658922
• Release Date: September 2020
• Publisher: CRC Press
• Length: 236 Pages
• Weight: 0.80 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"