{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T14:50:33Z","timestamp":1784213433555,"version":"3.55.0"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2018,4,15]],"date-time":"2018-04-15T00:00:00Z","timestamp":1523750400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Persyval-lab","award":["ANR-11-LABX-0025-01"],"award-info":[{"award-number":["ANR-11-LABX-0025-01"]}]},{"name":"CHESS","award":["2012-ERC-AdG-320684"],"award-info":[{"award-number":["2012-ERC-AdG-320684"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2018,4,15]]},"DOI":"10.1109\/tsp.2018.2795539","type":"journal-article","created":{"date-parts":[[2018,1,19]],"date-time":"2018-01-19T19:14:57Z","timestamp":1516389297000},"page":"2041-2054","source":"Crossref","is-referenced-by-count":24,"title":["Riemannian Optimization and Approximate Joint Diagonalization for Blind Source Separation"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3003-7317","authenticated-orcid":false,"given":"Florent","family":"Bouchard","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jerome","family":"Malick","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2196-0409","authenticated-orcid":false,"given":"Marco","family":"Congedo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"81","article-title":"Information and accuracy attainable in the estimation of\n statistical parameters","volume":"37","author":"rao","year":"1945","journal-title":"Bull Calcutta Math Soc"},{"key":"ref38","first-page":"211","article-title":"A Riemannian geometry of the multivariate normal model","volume":"11","author":"skovgaard","year":"1984","journal-title":"Scandinavian J Statist"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-53547-0_28"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.exmath.2018.01.002"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/050637996"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1090\/proc\/12953"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87479-9_43"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/11577812_10"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1137\/100802529"},{"key":"ref34","first-page":"1885","article-title":"Orthogonal and non-orthogonal joint blind source separation in the least-squares sense","author":"congedo","year":"0","journal-title":"Proc 20th Eur Signal Process Conf"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479803436937"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1515\/9781400827787"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2011.12.003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-1684(94)90029-9"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/0165-1684(91)90079-X"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2001.940226"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30110-3_56"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015466"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1515\/9781400830244"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.893974"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2016.7760240"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2006.1661433"},{"key":"ref50","author":"congedo","year":"2013","journal-title":"EEG Source Analysis"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.05.534"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2087018"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2526960"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2300511"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/0024-3795(94)90490-1"},{"key":"ref52","first-page":"4592","article-title":"Riemannian\n SVRG: Fast stochastic optimization on Riemannian manifolds","author":"zhang","year":"0","journal-title":"Proc Adv Neural Inform Process Syst"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/78.942614"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2008.09.007"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-5056-2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2002.1011195"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1142\/9789814277563_0010"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.2009271"},{"key":"ref15","first-page":"777","article-title":"A fast algorithm for joint\n diagonalization with non-orthogonal transformations and its application to blind source separation","volume":"5","author":"ziehe","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00599-2_38"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017746"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30110-3_12"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2001.940221"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1049\/ip-f-2.1993.0054"},{"key":"ref3","author":"comon","year":"2010","journal-title":"Handbook of Blind Source Separation Independent Component Analysis and Applications"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/S089547980035689X"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1137\/0907013"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2016.08.031"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1137\/060655997"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/HOST.1993.264564"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0121423"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2178601"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2266273"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2649483"},{"key":"ref47","first-page":"1455","article-title":"Manopt, a Matlab toolbox for\n optimization on manifolds","volume":"15","author":"boumal","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/0024-3795(82)90112-4"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/0047-259X(82)90077-X"},{"key":"ref44","first-page":"1005","article-title":"On Wasserstein geometry of the space of Gaussian measures","volume":"48","author":"takatsu","year":"2011","journal-title":"Osaka J Math"},{"key":"ref43","volume":"338","author":"villani","year":"2008","journal-title":"Optimal Transport Old and New"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/8305561\/08264732.pdf?arnumber=8264732","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:13:15Z","timestamp":1642003995000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8264732\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,15]]},"references-count":56,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2018.2795539","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4,15]]}}}