Mercurial > hg > smallbox
comparison toolboxes/alps/Report_bibtex.bib @ 154:0de08f68256b ivand_dev
ALPS toolbox - Algebraic Pursuit added to smallbox
author | Ivan Damnjanovic lnx <ivan.damnjanovic@eecs.qmul.ac.uk> |
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date | Fri, 12 Aug 2011 11:17:47 +0100 |
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153:af307f247ac7 | 154:0de08f68256b |
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1 @comment{ generated by <http://infoscience.epfl.ch/> } | |
2 | |
3 @TechReport{EPFL-REPORT-162761, | |
4 abstract = {We propose and analyze acceleration schemes for hard | |
5 thresholding methods with applications to sparse | |
6 approximation in linear inverse systems. Our acceleration | |
7 schemes fuse combinatorial, sparse projection algorithms | |
8 with convex optimization algebra to provide | |
9 computationally efficient and robust sparse recovery | |
10 methods. We compare and contrast the (dis)advantages of | |
11 the proposed schemes with the state-of-the-art, not only | |
12 within hard thresholding methods, but also within convex | |
13 sparse recovery algorithms.}, | |
14 affiliation = {EPFL}, | |
15 author = {Cevher, Volkan}, | |
16 details = {http://infoscience.epfl.ch/record/162761}, | |
17 documenturl = {http://infoscience.epfl.ch/record/162761/files/techreport.pdf}, | |
18 keywords = {structured sparsity; sparse recovery; hard thresholding}, | |
19 oai-id = {oai:infoscience.epfl.ch:162761}, | |
20 oai-set = {report; fulltext; fulltext-public}, | |
21 status = {PUBLISHED}, | |
22 submitter = {199128; 199128}, | |
23 title = {On {A}ccelerated {H}ard {T}hresholding {M}ethods for | |
24 {S}parse {A}pproximation}, | |
25 unit = {LIONS}, | |
26 year = 2011 | |
27 } |