{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T18:05:37Z","timestamp":1773943537624,"version":"3.50.1"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010,9]]},"DOI":"10.1109\/allerton.2010.5707106","type":"proceedings-article","created":{"date-parts":[[2011,2,3]],"date-time":"2011-02-03T21:50:52Z","timestamp":1296769852000},"page":"1610-1613","source":"Crossref","is-referenced-by-count":49,"title":["Latent variable graphical model selection via convex optimization"],"prefix":"10.1109","author":[{"given":"Venkat","family":"Chandrasekaran","sequence":"first","affiliation":[]},{"given":"Pablo A.","family":"Parrilo","sequence":"additional","affiliation":[]},{"given":"Alan S.","family":"Willsky","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20132"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref12","first-page":"1799","article-title":"Ideal Parent&#x201D; structure learning for continuous variable Bayesian networks","volume":"8","author":"elidan","year":"2007","journal-title":"J Mach Lear Res"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOS559"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2008.09.017"},{"key":"ref15","author":"fazel","year":"2002","journal-title":"(2002) Matrix rank minimization with applications"},{"key":"ref16","author":"horn","year":"1990","journal-title":"Matrix Analysis"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1009210544"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS720"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/S0047-259X(03)00096-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref27","first-page":"2541","article-title":"On model selection consistency of Lasso","volume":"7","author":"zhao","year":"2006","journal-title":"J Mach Lear Res"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOS600"},{"key":"ref6","article-title":"Robust principal component analysis?","author":"cand\u00e8s","year":"2009","journal-title":"Preprint"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"key":"ref8","article-title":"Rank-sparsity incoherence for matrix decomposition","author":"chandrasekaran","year":"2010","journal-title":"Preprint"},{"key":"ref7","author":"chandrasekaran","year":"2009","journal-title":"Rank-sparsity Incoherence for Matrix Decomposition"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1214\/009053607000000758"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS689"},{"key":"ref9","first-page":"1","volume":"39","author":"dempster","year":"1977","journal-title":"Maximum likelihood from incomplete data via the EM algorithm"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1070\/SM1967v001n04ABEH001994","article-title":"Distributions of eigenvalues of some sets of random matrices","volume":"1","author":"marcenko","year":"1967","journal-title":"Math USSR-Sb"},{"key":"ref22","author":"ravikumar","year":"2008","journal-title":"High-dimensional covariance estimation by minimizing -penalized log-determinant divergence"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000000281"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1214\/08-EJS176"},{"key":"ref23","article-title":"Guaranteed minimum rank solutions to linear matrix equations via nuclear norm minimization","author":"recht","year":"2009","journal-title":"SIAM Review To appear"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/90.4.831"},{"key":"ref25","article-title":"Solving logdeterminant optimization problems by a Newton-CG primal proximal point algorithm","author":"wang","year":"2009","journal-title":"Preprint"}],"event":{"name":"2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","location":"Monticello, IL, USA","start":{"date-parts":[[2010,9,29]]},"end":{"date-parts":[[2010,10,1]]}},"container-title":["2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5701578\/5706874\/05707106.pdf?arnumber=5707106","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,19]],"date-time":"2017-06-19T19:22:22Z","timestamp":1497900142000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5707106\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,9]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/allerton.2010.5707106","relation":{},"subject":[],"published":{"date-parts":[[2010,9]]}}}