Rish, Irina  and Grabarnik,  Genady  <br/><br/>
Sparse Modeling :  Theory, Algorithms, and Applications / 

 - Boca Raton :  CRC Press :  c2015. 
 - 253 p. : 
 - Chapman & Hall/CRC machine learning & pattern recognition series .
 - Chapman & Hall/CRC machine learning & pattern recognition series. .
<br/><br/> A Chapman & Hall book. 
<br/><br/>Includes bibliographical references and index. 
<br/><br/>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. 
<br/><br/>
<br/><br/><label>ISBN: </label>9780429151996 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Mathematical models.<br/>Sampling (Statistics)<br/>Sparse matrices.
<br/><br/><label>Index Terms--Genre/Form: </label><br/>Electronic books.
<br/><br/><label>Dewey Class. No.: </label>620.0015118  / R595