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Sparse modeling :theory, algorithms,...

Grabarnik, Genady Ya.

Sparse modeling :theory, algorithms, and applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Sparse modeling :Irina Rish, Genady Ya. Grabarnik.
其他題名:	theory, algorithms, and applications /
作者:	Rish, Irina,
其他作者:	Grabarnik, Genady Ya.
出版者:	Boca Raton, FL :CRC Press/Taylor & Francis Group,c2015.
面頁冊數:	xviii, 231 p., [4] p. of plates :ill. (some col.) ;24 cm.
附註:	"A Chapman & Hall book."
標題:	Mathematical models.
ISBN:	9781439828694 (hbk.) :

Sparse modeling :theory, algorithms, and applications /
Rish, Irina,1969-

Sparse modeling :theory, algorithms, and applications /Irina Rish, Genady Ya. Grabarnik. - Boca Raton, FL :CRC Press/Taylor & Francis Group,c2015. - xviii, 231 p., [4] p. of plates :ill. (some col.) ;24 cm. - Chapman & Hall/CRC machine learning & pattern recognition series. - Chapman & Hall/CRC machine learning & pattern recognition series..

"A Chapman & Hall book."

Includes bibliographical references (p. 203-226) and index.

Sparse recovery : problem formulations -- Theoretical results (deterministic part) -- Theoretical results (probabilistic part) -- Algorithms for sparse recovery problems -- Beyond LASSO : structured sparsity -- Beyond LASSO : other loss functions -- Sparse graphical models -- Sparse matrix factorization : dictionary learning and beyond.

ISBN: 9781439828694 (hbk.) :NT$2150Subjects--Topical Terms:

182479
Mathematical models.

LC Class. No.: TA342 / .R57 2015

Dewey Class. No.: 620.0015118

Sparse modeling :theory, algorithms, and applications /
LDR:01223cam a2200229 a 4500 001 457953
003 OCoLC
005 20150729101027.0
008 150922s2015 fluaf b 001 0 eng d
020 $a 9781439828694 (hbk.) : $c NT$2150
020 $a 1439828695 (hbk.)
035 $a (OCoLC)902837893 $z (OCoLC)441142064 $z (OCoLC)898216431
035 $a 902837893
040 $a CRCPR $b eng $c CRCPR $d BTCTA $d YDXCP $d OCLCO $d OCLCF $d OCLCQ $d TXI
050 4 $a TA342 $b .R57 2015
082 0 4 $a 620.0015118 $2 23
100 1 $a Rish, Irina, $d 1969- $3 709129
245 1 0 $a Sparse modeling : $b theory, algorithms, and applications / $c Irina Rish, Genady Ya. Grabarnik.
260 $a Boca Raton, FL : $b CRC Press/Taylor & Francis Group, $c c2015.
300 $a xviii, 231 p., [4] p. of plates : $b ill. (some col.) ; $c 24 cm.
490 1 $a Chapman & Hall/CRC machine learning & pattern recognition series
500 $a "A Chapman & Hall book."
504 $a Includes bibliographical references (p. 203-226) and index.
505 0 $a Sparse recovery : problem formulations -- Theoretical results (deterministic part) -- Theoretical results (probabilistic part) -- Algorithms for sparse recovery problems -- Beyond LASSO : structured sparsity -- Beyond LASSO : other loss functions -- Sparse graphical models -- Sparse matrix factorization : dictionary learning and beyond.
650 0 $a Mathematical models. $3 182479
650 0 $a Sampling (Statistics) $3 182291
650 0 $a Sparse matrices. $3 211248
700 1 $a Grabarnik, Genady Ya. $3 709130
830 0 $a Chapman & Hall/CRC machine learning & pattern recognition series. $3 380884