TY  - BOOK
AU  - Rish,Irina
AU  - Grabarnik,Genady Ya
TI  - Sparse modeling: theory, algorithms, and applications 
T2  - Chapman & Hall/CRC machine learning & pattern recognition series
SN  - 9781439828694 (Hardback)
AV  - TA342 .R57 2015
U1  - 511/.8 23
PY  - 2015///]
CY  - Boca Raton, FL
PB  - CRC Press, Taylor & Francis Group
KW  - Mathematical models
KW  - Sampling (Statistics)
KW  - Sparse matrices
KW  - fast
N1  - "A Chapman & Hall book."; Includes bibliographical references (pages 203-226) 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 electronic format
ER  -