{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,29]],"date-time":"2026-08-29T15:27:20Z","timestamp":1788017240769,"version":"build-2784847793"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2316420"],"award-info":[{"award-number":["2316420"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"NIH","doi-asserted-by":"publisher","award":["R01MH118695"],"award-info":[{"award-number":["R01MH118695"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"NIH","doi-asserted-by":"publisher","award":["R01MH123610"],"award-info":[{"award-number":["R01MH123610"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"NIH","doi-asserted-by":"publisher","award":["R01AG073949"],"award-info":[{"award-number":["R01AG073949"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"name":"U.S. NSF through the MRI and SCREMS programs","award":["CNS-0821258"],"award-info":[{"award-number":["CNS-0821258"]}]},{"name":"U.S. NSF through the MRI and SCREMS programs","award":["CNS-1228778"],"award-info":[{"award-number":["CNS-1228778"]}]},{"name":"U.S. NSF through the MRI and SCREMS programs","award":["OAC-1726023"],"award-info":[{"award-number":["OAC-1726023"]}]},{"name":"U.S. NSF through the MRI and SCREMS programs","award":["DMS-0821311"],"award-info":[{"award-number":["DMS-0821311"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tsp.2024.3517323","type":"journal-article","created":{"date-parts":[[2024,12,13]],"date-time":"2024-12-13T19:02:08Z","timestamp":1734116528000},"page":"230-244","source":"Crossref","is-referenced-by-count":4,"title":["Large-Scale Independent Vector Analysis (IVA-G) via Coresets"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9217-6641","authenticated-orcid":false,"given":"Ben","family":"Gabrielson","sequence":"first","affiliation":[{"name":"Department of Computer Science and Electrical Engineering, University of Maryland, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7903-6257","authenticated-orcid":false,"given":"Hanlu","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Electrical Engineering, University of Maryland, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2180-5994","authenticated-orcid":false,"given":"Trung","family":"Vu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Electrical Engineering, University of Maryland, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9058-0747","authenticated-orcid":false,"given":"Vince","family":"Calhoun","sequence":"additional","affiliation":[{"name":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0594-2796","authenticated-orcid":false,"given":"T\u00fclay","family":"Adali","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Electrical Engineering, University of Maryland, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2300511"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2021636"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2461601"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ECS.2014.6892754"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/83.988962"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/11679363_21"},{"key":"ref7","article-title":"Independent vector analysis for data fusion prior to\n                        molecular property prediction with machine learning","author":"Boukouvalas","year":"2018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2333554"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/58.3.433"},{"key":"ref10","article-title":"Multi-set canonical correlation analysis simply\n                        explained","author":"Parra","year":"2018"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2011.04.016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2391074"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2850784"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2181836"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5946997"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096698"},{"issue":"1","key":"ref17","first-page":"723","article-title":"A kernel two-sample test","volume":"13","author":"Gretton","year":"2012","journal-title":"J. Mach. Learn. Res."},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/info12100392"},{"key":"ref19","first-page":"6950","article-title":"Coresets for data-efficient training of machine\n                        learning models","volume-title":"Proc. Int. Conf. Mach.\n                        Learn.","author":"Mirzasoleiman","year":"2020"},{"key":"ref20","article-title":"Generalized kernel thinning","author":"Dwivedi","year":"2021"},{"key":"ref21","first-page":"1975","article-title":"Discrepancy, coresets, and sketches in machine\n                        learning","volume-title":"Proc. Conf. Learn.\n                        Theory","author":"Karnin","year":"2019"},{"key":"ref22","article-title":"Optimally-weighted herding is Bayesian\n                        quadrature","author":"Husz\u00e1r","year":"2012"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9415059"},{"key":"ref24","volume-title":"Handbook\n                        of Blind Source Separation: Independent Component Analysis and\n                        Applications","author":"Comon","year":"2010"},{"key":"ref25","first-page":"362","volume-title":"Prediction and Statistical Learning","author":"Olive","year":"2023"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10584-0_27"},{"key":"ref27","first-page":"757","article-title":"Advances in neural information processing\n                        systems","volume-title":"Proc. Adv. Neural Inf. Process.\n                        Syst.","volume":"8","author":"Amari","year":"1996"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461646"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1176\/appi.ajp.2013.12101339"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1093\/schbul\/sbt179"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.07.051"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3389\/fnsys.2011.00002"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2017.00267"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/78\/10807692\/10798966-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/78\/10807692\/10798966.pdf?arnumber=10798966","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,31]],"date-time":"2024-12-31T06:19:30Z","timestamp":1735625970000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10798966\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/tsp.2024.3517323","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}