{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T17:41:31Z","timestamp":1764783691721,"version":"3.40.5"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"NSF CAREER","award":["CCF-10-26565","NSF CCF-10-26566"],"award-info":[{"award-number":["CCF-10-26565","NSF CCF-10-26566"]}]},{"name":"NIH","award":["1R01GM087694","FA9550010247","NIH1R01GM093156"],"award-info":[{"award-number":["1R01GM087694","FA9550010247","NIH1R01GM093156"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Inform. Theory"],"published-print":{"date-parts":[[2015,1]]},"DOI":"10.1109\/tit.2014.2375328","type":"journal-article","created":{"date-parts":[[2014,11,26]],"date-time":"2014-11-26T20:58:03Z","timestamp":1417035483000},"page":"513-534","source":"Crossref","is-referenced-by-count":9,"title":["Collective Support Recovery for Multi-Design Multi-Response Linear Regression"],"prefix":"10.1109","volume":"61","author":[{"given":"Weiguang","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingbin","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric P.","family":"Xing","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s00041-008-9044-y"},{"key":"ref38","first-page":"375","article-title":"Blockwise sparse regression","volume":"16","author":"kim","year":"2006","journal-title":"Statist Sinica"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1016\/j.sigpro.2005.05.031","article-title":"Algorithms for simultaneous sparse approximation. Part II: Convex relaxation","volume":"86","author":"tropp","year":"2006","journal-title":"Signal Process"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1198\/004017005000000139"},{"article-title":"On the $\\ell _{1}$ &#x2013; $\\ell _{q}$ regularized regression","year":"2008","author":"liu","key":"ref31"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2043876"},{"key":"ref37","first-page":"2415","article-title":"Union support recovery in multi-task learning","volume":"12","author":"kolar","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2034789"},{"key":"ref35","article-title":"Multi-task feature learning","author":"argyriou","year":"2006","journal-title":"Advances in Neural Information Processing Systems 19"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-008-9111-x"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1214\/12-STS400"},{"key":"ref27","first-page":"1179","article-title":"Consistency of the group Lasso and multiple kernel learning","volume":"9","author":"bach","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS776"},{"key":"ref2","article-title":"A dirty model for multi-task learning","author":"jalali","year":"2010","journal-title":"Advances in Neural Information Processing Systems 23"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2144150"},{"key":"ref20","first-page":"1019","article-title":"Consistency of trace norm minimization","volume":"9","author":"bach","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref22","first-page":"1268","article-title":"Fused sparsity and robust estimation for linear models with unknown variance","volume":"25","author":"chen","year":"2012","journal-title":"Advances in Neural Information Processing Systems 25"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00490.x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS778"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOS584"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553431"},{"journal-title":"Probability in Banach Spaces","year":"1999","author":"ledoux","key":"ref50"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2002.801410"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1214\/11-AOS896"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2003.811926"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2004.1326377"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2004.834793"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.855614"},{"key":"ref16","first-page":"2541","article-title":"On model selection consistency of Lasso","volume":"7","author":"zhao","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOS582"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2016018"},{"key":"ref19","first-page":"2241","article-title":"Restricted eigenvalue properties for correlated Gaussian designs","volume":"11","author":"raskutti","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref4","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"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539792240406"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/18.959265"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827596304010"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000001523"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOS620"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176989397"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1561\/2200000015"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.864420"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.860430"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1214\/09-EJS506"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.858979"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000000281"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/Allerton.2012.6483286"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asq060"},{"article-title":"The joint graphical Lasso for inverse covariance estimation across multiple classes","year":"2011","author":"danaher","key":"ref43"}],"container-title":["IEEE Transactions on Information Theory"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/18\/6994912\/06967784.pdf?arnumber=6967784","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T21:20:24Z","timestamp":1747171224000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6967784"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1]]},"references-count":50,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tit.2014.2375328","relation":{},"ISSN":["0018-9448","1557-9654"],"issn-type":[{"type":"print","value":"0018-9448"},{"type":"electronic","value":"1557-9654"}],"subject":[],"published":{"date-parts":[[2015,1]]}}}