TY  - BOOK
AU  - Rish,Irina  and Grabarnik,Genady
TI  - Sparse Modeling: Theory, Algorithms, and Applications 
T2  - Chapman & Hall/CRC machine learning & pattern recognition series
SN  - 9780429151996
U1  - 620.0015118 
PY  - 2015///
CY  - Boca Raton
PB  - CRC Press
KW  - Mathematical models
KW  - Sampling (Statistics)
KW  - Sparse matrices
KW  - Electronic books
KW  - lcsh
N1  - A Chapman & Hall book; Includes bibliographical references and index; 1. Introduction -- 2. Sparse recovery : problem formulations -- 3. Theoretical results (deterministic part) -- 4. Theoretical results (probabilistic part) -- 5. Algorithms for sparse recovery problems -- 6. Beyond LASSO : structured sparsity -- 7. Beyond LASSO : other loss functions -- 8. Sparse graphical models -- 9. Sparse matrix factorization : dictionary learning and beyond; Also available in print format
UR  - http://marc.crcnetbase.com/isbn/9781439828700
ER  -