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