01929cam a2200433 i 4500 18631946 BD-DhUL 20210303153218.0 150526s2015 enka b 001 0 eng 2015304696 9781439828694 (hbk) (OCoLC)ocn902837893 CRCPR eng CRCPR rda BTCTA YDXCP OCLCO OCLCF OCLCQ TXI DLC BD-DhUL lccopycat TA342 .R57 2015 511.8 RIS Rish, Irina. Sparse modeling : theory, algorithms, and applications / Irina Rish, Genady Ya. Grabarnik. Boca Raton : CRC Press, 2015. ©2015 xviii, 231 p. : ill. (some col.) ; 24 cm. text txt rdacontent unmediated n rdamedia volume nc rdacarrier 64.99 GBP Chapman & Hall/CRC machine learning & pattern recognition series. 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 electronic format. Mathematical models. Sampling (Statistics). Sparse matrices. Grabarnik, Genady Ya. jt. aut. Electronic version: 9781439828700 Chapman & Hall/CRC machine learning & pattern recognition series. ddc BK rl09 2015-11-30 z-processor rl09 2015-12-08 ; to Dewey rl09 2015-05-26 z-processor rl09 2015-05-26 to SMA 253789 253789 0 0 ddc 0 511_800000000000000_RIS 0 NFIC 387117 DUSL DUSL GEN 2020-03-19 Purchased 511.8 RIS 518813 2021-02-22 1 2021-02-22 BK Computer Science and Engineering 0 0 ddc 0 511_800000000000000_RIS 0 NFIC 387118 DUSL DUSL GEN 2020-03-19 Purchased 511.8 RIS 518814 2021-02-22 2 2021-02-22 BK Tr. to Computer Science and Engineering Dept. Sem. Lib.