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>
date Fri, 12 Aug 2011 11:17:47 +0100
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153:af307f247ac7 154:0de08f68256b
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 }