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>
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 }