{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T03:14:20Z","timestamp":1791947660846,"version":"4.3.4"},"reference-count":69,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2015,5,1]],"date-time":"2015-05-01T00:00:00Z","timestamp":1430438400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000148","name":"National Science Foundation","doi-asserted-by":"publisher","award":["ECCS-0847077"],"award-info":[{"award-number":["ECCS-0847077"]}],"id":[{"id":"10.13039\/100000148","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000148","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1409836"],"award-info":[{"award-number":["CCF-1409836"]}],"id":[{"id":"10.13039\/100000148","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003977","name":"Israel Science Foundation","doi-asserted-by":"publisher","award":["170\/10"],"award-info":[{"award-number":["170\/10"]}],"id":[{"id":"10.13039\/501100003977","id-type":"DOI","asserted-by":"publisher"}]},{"name":"SRC"},{"DOI":"10.13039\/501100011101","name":"Intel Collaborative Research Institute for Computational Intelligence","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100011101","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000144","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-0932428"],"award-info":[{"award-number":["CNS-0932428"]}],"id":[{"id":"10.13039\/100000144","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000144","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1018927"],"award-info":[{"award-number":["CCF-1018927"]}],"id":[{"id":"10.13039\/100000144","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000144","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1423663"],"award-info":[{"award-number":["CCF-1423663"]}],"id":[{"id":"10.13039\/100000144","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000144","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1409204"],"award-info":[{"award-number":["CCF-1409204"]}],"id":[{"id":"10.13039\/100000144","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research through the MURI","doi-asserted-by":"publisher","award":["N00014-08-0747"],"award-info":[{"award-number":["N00014-08-0747"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Qualcomm Inc., San Diego, CA, USA"},{"DOI":"10.13039\/501100004054","name":"King Abdulaziz University, Jeddah, Saudi Arabia","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100004054","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Inform. Theory"],"published-print":{"date-parts":[[2015,5]]},"DOI":"10.1109\/tit.2015.2401574","type":"journal-article","created":{"date-parts":[[2015,2,9]],"date-time":"2015-02-09T14:43:55Z","timestamp":1423493035000},"page":"2886-2908","source":"Crossref","is-referenced-by-count":165,"title":["Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices"],"prefix":"10.1109","volume":"61","author":[{"given":"Samet","family":"Oymak","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amin","family":"Jalali","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maryam","family":"Fazel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yonina C.","family":"Eldar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Babak","family":"Hassibi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.39"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289464"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00490.x"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.21432"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/110848074"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2013.08.003"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2012.6467014"},{"key":"ref36","article-title":"Tensor-based formulation and nuclear norm regularization for multi-energy computed tomography","author":"semerci","year":"2013"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2264681"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1137\/120868281"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0540-0"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1080\/10556789908805766"},{"key":"ref61","article-title":"CVX: MATLAB software for disciplined convex programming","author":"grant","year":"2008"},{"key":"ref63","article-title":"Tight convex relaxations for sparse matrix factorization","author":"richard","year":"2014"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5947723"},{"key":"ref64","article-title":"Recovering jointly sparse signals via joint basis pursuit","author":"oymak","year":"2012"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2012.6283508"},{"key":"ref65","first-page":"517","article-title":"Generalized power method for sparse principal component analysis","volume":"11","author":"journ\u00e9e","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2297687"},{"key":"ref67","first-page":"1269","article-title":"Optimal solutions for sparse principal component analysis","volume":"9","author":"d\u2019aspremont","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref68","first-page":"238","article-title":"Décomposition orthogonale d’un espace hilbertien selon deux cônes mutuellement polaires","volume":"255","author":"moreau","year":"1962","journal-title":"CR Acad Sci Paris"},{"key":"ref69","author":"gordon","year":"1988","journal-title":"On Milman’s Inequality and Random Subspaces Which Escape Through a Mesh in $ \\mathbb R ^ n $"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.858979"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.7.000394"},{"key":"ref22","volume":"52","author":"hurt","year":"2001","journal-title":"Phase Retrieval and Zero Crossings Mathematical Methods in Image Reconstruction"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.10.001046"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1364\/AO.21.002758"},{"key":"ref23","first-page":"237","article-title":"A practical algorithm for the determination of the phase from image and diffraction plane pictures","volume":"35","author":"gerchberg","year":"1972","journal-title":"Optik"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/120893707"},{"key":"ref25","article-title":"Compressive phase retrieval from squared output measurements via semidefinite programming","author":"ohlsson","year":"2011"},{"key":"ref50","article-title":"Estimation in high dimensions: A geometric perspective","author":"vershynin","year":"2014"},{"key":"ref51","article-title":"Introduction to the non-asymptotic analysis of random matrices","author":"vershynin","year":"2010"},{"key":"ref59","author":"rockafellar","year":"1997","journal-title":"Convex Analysis"},{"key":"ref58","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-02431-3","volume":"317","author":"rockafellar","year":"1998","journal-title":"Variational Analysis"},{"key":"ref57","author":"bertsekas","year":"2003","journal-title":"Convex Analysis and Optimization"},{"key":"ref56","article-title":"The squarederror of generalized LASSO: A precise analysis","author":"oymak","year":"2013"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2293654"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0502269102"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176989118"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2007.09.001"},{"key":"ref10","first-page":"1348","article-title":"A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers","author":"negahban","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2111771"},{"key":"ref40","article-title":"Square deal: Lower bounds and improved relaxations for tensor recovery","author":"mu","year":"2013"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iat002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/27\/2\/025010"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/gamm.201310004"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/120869778"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1364\/OE.19.014807"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/nmat3289"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/713817747"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511794308"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20124"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1137\/070697835"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2010.5707106"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iau005"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-012-9135-7"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/0024-3795(92)90407-2"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2030471"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2161794"},{"key":"ref47","author":"boyd","year":"2009","journal-title":"Convex optimization"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288484"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2157912"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2020754"}],"container-title":["IEEE Transactions on Information Theory"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/18\/7088688\/07036090.pdf?arnumber=7036090","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:51:21Z","timestamp":1641988281000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7036090\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,5]]},"references-count":69,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tit.2015.2401574","relation":{},"ISSN":["0018-9448","1557-9654"],"issn-type":[{"value":"0018-9448","type":"print"},{"value":"1557-9654","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,5]]}}}