{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T17:01:01Z","timestamp":1771520461265,"version":"3.50.1"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2017,4,15]],"date-time":"2017-04-15T00:00:00Z","timestamp":1492214400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CIF 1632599"],"award-info":[{"award-number":["CIF 1632599"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CIF 1564044"],"award-info":[{"award-number":["CIF 1564044"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CAREER Award","award":["1555850"],"award-info":[{"award-number":["1555850"]}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-16-1-2244"],"award-info":[{"award-number":["N00014-16-1-2244"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2017,4,15]]},"DOI":"10.1109\/tsp.2016.2637314","type":"journal-article","created":{"date-parts":[[2016,12,7]],"date-time":"2016-12-07T19:09:28Z","timestamp":1481137768000},"page":"1945-1960","source":"Crossref","is-referenced-by-count":74,"title":["Parallel and Distributed Methods for Constrained Nonconvex Optimization-Part II: Applications in Communications and Machine Learning"],"prefix":"10.1109","volume":"65","author":[{"given":"Gesualdo","family":"Scutari","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco","family":"Facchinei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lorenzo","family":"Lampariello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefania","family":"Sardellitti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peiran","family":"Song","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2014.2370033"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2015.7227042"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.897903"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2441044"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2147784"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2637314"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/WSA.2012.6181191"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.936019"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2012.101112.112295"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2014.7136222"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1137\/140952363"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2014.11.031"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-016-0169-x"},{"key":"ref12","article-title":"Minimization of transformed ${L}_1$ penalty: Theory, difference of convex function algorithm, and robust application in compressed sensing","author":"zhang","year":"2016"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1198\/016214501753382273"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J Roy Statist Soc Ser B (Methodological)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(92)90242-F"},{"key":"ref17","first-page":"1439","article-title":"Use of the zero-norm with linear models and kernel methods","volume":"3","author":"weston","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref18","first-page":"82","article-title":"Feature selection via concave minimization and support vector machines","volume":"98","author":"bradley","year":"1998","journal-title":"Proc 15th Int Conf Mach Learn"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1287\/moor.2016.0795"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2150218"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2013.02.017"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2297351"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2637317"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.872578"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2317791"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.909010"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1561\/2200000015"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1201\/b18401","author":"hastie","year":"2015","journal-title":"Statistical Learning with Sparsity"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7472376"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2430359"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6853715"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1137\/0323032"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MSRP.2009.933371"},{"key":"ref45","article-title":"CMU Images Faces Dataset","year":"1999"},{"key":"ref22","first-page":"381","volume":"2","author":"chiang","year":"2008","journal-title":"Power control in wireless cellular networks (Series Foundations and Trends in Networking)"},{"key":"ref47","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-02431-3","author":"rockafellar","year":"1998","journal-title":"Variational Analysis"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2293126"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1198\/TECH.2011.08118"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WCL.2012.032312.110285"},{"key":"ref41","author":"friedman","year":"2001","journal-title":"The Elements of Statistical Learning vol 1 (Springer series in statistics)"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2010.091510.091836"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/78.738251"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2163066"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.2307\/1390712"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2012.031212.111585"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/7845749\/07776965.pdf?arnumber=7776965","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T08:10:56Z","timestamp":1749802256000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7776965\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4,15]]},"references-count":47,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2016.2637314","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,4,15]]}}}