{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T18:26:05Z","timestamp":1761675965364},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2012,11,1]],"date-time":"2012-11-01T00:00:00Z","timestamp":1351728000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2012,11]]},"DOI":"10.1109\/tsp.2012.2208954","type":"journal-article","created":{"date-parts":[[2012,7,17]],"date-time":"2012-07-17T13:13:51Z","timestamp":1342530831000},"page":"5725-5737","source":"Crossref","is-referenced-by-count":17,"title":["Reconstruction of Sparse Signals From &lt;formula formulatype=\"inline\"&gt; &lt;tex Notation=\"TeX\"&gt;$\\ell_1$&lt;\/tex&gt;&lt;\/formula&gt; Dimensionality-Reduced Cauchy Random Projections"],"prefix":"10.1109","volume":"60","author":[{"given":"A. B.","family":"Ramirez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G. R.","family":"Arce","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Otero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Paredes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"B. M.","family":"Sadler","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.880306"},{"key":"ref38","author":"yang","year":"2009","journal-title":"Alternating direction algorithms for -problems in compressives sensing"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1155\/S1110865702000483","article-title":"Statistically-efficient filtering in impulsive environments: Weighted myriad filters","volume":"1","author":"gonzalez","year":"2002","journal-title":"EURASIP J Appl Signal Process"},{"key":"ref32","author":"li","year":"2009","journal-title":"Coordinate descent optimization for minimization with application to compressed sensing A Greedy Algorithm"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2125958"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2007.910971"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2007.909108"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1214\/10-AOAS388"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/BF00939948"},{"key":"ref34","doi-asserted-by":"crossref","DOI":"10.1515\/9781400841059","author":"ruszczynski","year":"2006","journal-title":"Nonlinear Optimization"},{"key":"ref10","first-page":"186","article-title":"Random projection for high dimensional data clustering: a cluster ensemble approach","author":"fern","year":"2003","journal-title":"Proc 20th Conf Mach Learn"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511662454"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.885507"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2032889"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/B978-155860869-6\/50037-8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.62"},{"key":"ref16","author":"candes","year":"2005","journal-title":"l1 Magic Recovery of sparse signals via convex programming"},{"key":"ref17","author":"koh","year":"2007","journal-title":"l1_ls A Matlab Solver for Large-Scale l1-Regularized Least Squares Problems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/78.655418"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/78.902126"},{"key":"ref28","author":"mazumder","year":"2009","journal-title":"Sparsenet Coordinate Descent with Non-convex Penalties"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/NSIP.2005.1502297"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1017501703105"},{"key":"ref3","first-page":"2497","article-title":"Nonlinear estimators and tail bounds for dimension reduction in <formula formulatype=\"inline\"><tex Notation=\"TeX\">$l_1$<\/tex> <\/formula> using Cauchy random projections","volume":"8","author":"li","year":"2007","journal-title":"J Mach Learn Res"},{"key":"ref6","first-page":"189","volume":"26","author":"johnson","year":"1984","journal-title":"Comtemporary Mathematics"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref5","volume":"65","author":"vempala","year":"2004","journal-title":"The Random Projection Method"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2008.4797639"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s00365-007-9003-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2006.43"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1147954.1147955"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2008.82"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/78.774769"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/78.960419"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.917889"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.28.002400"},{"key":"ref24","article-title":"A coordinate gradient descent method for <formula formulatype=\"inline\"><tex Notation=\"TeX\">$\\ell_1$<\/tex><\/formula>-regularized convex minimization","author":"yun","year":"2009","journal-title":"J Comput Optim Appl"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s11202-010-0032-5"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOAS131"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOAS147"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/78.815486"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-008-9458-3"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/78\/6327753\/06241447.pdf?arnumber=6241447","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T23:51:01Z","timestamp":1633909861000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6241447\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,11]]},"references-count":43,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2012.2208954","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,11]]}}}