{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,18]],"date-time":"2026-04-18T17:36:01Z","timestamp":1776533761848,"version":"3.51.2"},"reference-count":39,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"1","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12241101"],"award-info":[{"award-number":["12241101"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12071090"],"award-info":[{"award-number":["12071090"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Matrix Anal. Appl."],"published-print":{"date-parts":[[2025,3,31]]},"DOI":"10.1137\/24m1641440","type":"journal-article","created":{"date-parts":[[2025,1,3]],"date-time":"2025-01-03T09:01:20Z","timestamp":1735894880000},"page":"45-73","source":"Crossref","is-referenced-by-count":3,"title":["EPIC: A Provable Accelerated Eigensolver Based on Preconditioning and Implicit Convexity"],"prefix":"10.1137","volume":"46","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-5755-5350","authenticated-orcid":true,"given":"Nian","family":"Shao","sequence":"first","affiliation":[{"name":"Institute of Mathematics, EPF Lausanne, 1015 Lausanne, Switzerland."}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8305-0764","authenticated-orcid":true,"given":"Wenbin","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences and Shanghai Key Laboratory for Contemporary Applied Mathematics, Fudan University, Shanghai, 200433, People\u2019s Republic of China."}]},{"given":"Zhaojun","family":"Bai","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Department of Mathematics, University of California, Davis, CA 95616 USA."}]}],"member":"351","published-online":{"date-parts":[[2025,1,3]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-024-02538-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-015-9297-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898719581"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1006\/jcph.2002.7176"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1090\/mcom\/3860"},{"key":"ref6","first-page":"1","volume":"38","author":"Davis T. A.","year":"2011","journal-title":"ACM Trans. Math. Software"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1137\/17M1129830"},{"key":"ref8","volume-title":"Optimization in Solving Elliptic Problems","author":"D\u2019yakonov E. G.","year":"1996"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479895290954"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.56021\/9781421407944"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0024-3795(91)90379-B"},{"key":"ref12","first-page":"104","volume":"7","author":"Knyazev A. V.","year":"1998","journal-title":"Electron. Trans. Numer. Anal."},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827500366124"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/060661624"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/S0024-3795(01)00461-X"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/0731064"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-021-01713-3"},{"key":"ref18","first-page":"1","volume":"22","author":"Muehlebach M.","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref19","first-page":"543","volume":"269","author":"Nesterov Y.","year":"1983","journal-title":"Sov. Math. Dokl."},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-91578-4"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1137\/11084488X"},{"key":"ref22","volume-title":"Numerical Optimization","author":"Nocedal J.","year":"2006"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/nla.246"},{"key":"ref24","first-page":"123","volume":"37","author":"Notay Y.","year":"2010","journal-title":"Electron. Trans. Numer. Anal."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1137\/040620643"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-013-9150-3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-021-01615-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971163"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/0041-5553(64)90137-5"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970739"},{"key":"ref31","first-page":"105","volume":"5","author":"Samokish B.","year":"1958","journal-title":"Izv. Vyssh. Uchebn. Zaved. Mat."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-021-01681-8"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1137\/050631574"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1137\/100792093"},{"key":"ref36","volume-title":"Advances in Neural Information Processing Systems","volume":"27","author":"Su W.","year":"2014"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492915000021"},{"key":"ref38","volume-title":"The Algebraic Eigenvalue Problem","author":"Wilkinson J. H.","year":"1965"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/nla.2498"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1090\/mcom\/3446"}],"container-title":["SIAM Journal on Matrix Analysis and Applications"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,1,3]],"date-time":"2025-01-03T09:01:25Z","timestamp":1735894885000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/24M1641440"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1,3]]},"references-count":39,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,3,31]]}},"alternative-id":["10.1137\/24M1641440"],"URL":"https:\/\/doi.org\/10.1137\/24m1641440","relation":{},"ISSN":["0895-4798","1095-7162"],"issn-type":[{"value":"0895-4798","type":"print"},{"value":"1095-7162","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1,3]]}}}