{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T09:55:07Z","timestamp":1740131707112,"version":"3.37.3"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["CGSD3-489677"],"award-info":[{"award-number":["CGSD3-489677"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["22R23068"],"award-info":[{"award-number":["22R23068"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009059","name":"Pacific Institute for the Mathematical Sciences","doi-asserted-by":"publisher","award":["CRG 33: HDDA"],"award-info":[{"award-number":["CRG 33: HDDA"]}],"id":[{"id":"10.13039\/100009059","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["22R82411","22R68054"],"award-info":[{"award-number":["22R82411","22R68054"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009059","name":"Pacific Institute for the Mathematical Sciences","doi-asserted-by":"publisher","award":["CRG 33: HDDA"],"award-info":[{"award-number":["CRG 33: HDDA"]}],"id":[{"id":"10.13039\/100009059","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Inform. Theory"],"published-print":{"date-parts":[[2022,4]]},"DOI":"10.1109\/tit.2021.3138772","type":"journal-article","created":{"date-parts":[[2021,12,27]],"date-time":"2021-12-27T21:08:40Z","timestamp":1640639320000},"page":"2573-2603","source":"Crossref","is-referenced-by-count":3,"title":["On the Best Choice of Lasso Program Given Data Parameters"],"prefix":"10.1109","volume":"68","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9255-7030","authenticated-orcid":false,"given":"Aaron","family":"Berk","sequence":"first","affiliation":[{"name":"Department of Mathematics & Statistics, Concordia University, Montréal, Canada"}]},{"given":"Yaniv","family":"Plan","sequence":"additional","affiliation":[{"name":"Department of Mathematics, University of British Columbia, Vancouver, Canada"}]},{"given":"Ozgur","family":"Yilmaz","sequence":"additional","affiliation":[{"name":"Department of Mathematics, University of British Columbia, Vancouver, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.21391"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.914728"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1190\/geo2015-0108.1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2185859"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1214\/21-aos2133"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.22008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2019.2935447"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-8176-4948-7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOS620"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1137\/S003614450037906X"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.1994.471413"},{"key":"ref12","article-title":"A framework to characterize performance of LASSO algorithms","volume-title":"arXiv:1303.7291","author":"Stojnic","year":"2013"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/080714488"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/Allerton.2013.6736635"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2018.2840720"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/13-EJS815"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-014-0581-z"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-45282-1_18"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iaaa014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/SampTA45681.2019.9030982"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2014.08.001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2015.7282810"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2016.2517008"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2094817"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2174612"},{"key":"ref27","first-page":"1682","article-title":"Asymptotic errors for high-dimensional convex penalized linear regression beyond Gaussian matrices","volume-title":"Proc. Conf. Learn. Theory, 2020","author":"Gerbelot"},{"key":"ref28","first-page":"1683","article-title":"Regularized linear regression: A precise analysis of the estimation error","volume-title":"Proc. Conf. Learn. Theory","author":"Thrampoulidis"},{"issue":"30","key":"ref29","first-page":"1","article-title":"A universal analysis of large-scale regularized least squares solutions","volume-title":"Proc. 31st Conf. Neural Inf. Process. Syst. (NIPS)","author":"Panahi"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9046-4"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2112231"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1017\/9781108231596"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/SampTA45681.2019.9030814"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2012.2207945"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.21442"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3150\/18-BEJ1078"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-015-9278-4"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9780511543241"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-019-0686-2"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"ref41","article-title":"Machine learning: A probabilistic perspective","volume-title":"Adaptive Computation and Machine Learning","author":"Murphy","year":"2012"},{"volume-title":"Random Fields and Geometry","year":"2009","author":"Adler","key":"ref42"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2012.08.010"},{"volume-title":"Convex Analysis and Optimization","year":"2003","author":"Bertsekas","key":"ref44"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2009.2035722"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2111771"}],"container-title":["IEEE Transactions on Information Theory"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/18\/9737657\/09663267.pdf?arnumber=9663267","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T00:30:32Z","timestamp":1704846632000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9663267\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4]]},"references-count":46,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tit.2021.3138772","relation":{},"ISSN":["0018-9448","1557-9654"],"issn-type":[{"type":"print","value":"0018-9448"},{"type":"electronic","value":"1557-9654"}],"subject":[],"published":{"date-parts":[[2022,4]]}}}