{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,17]],"date-time":"2025-11-17T08:31:00Z","timestamp":1763368260036,"version":"3.45.0"},"reference-count":22,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"4","funder":[{"DOI":"10.13039\/100006961","name":"California Institute of Technology","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006961","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-18-1-2363","N00014-24-1-2223"],"award-info":[{"award-number":["N00014-18-1-2363","N00014-24-1-2223"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006132","name":"Office of Science","doi-asserted-by":"publisher","award":["DE-SC0021110"],"award-info":[{"award-number":["DE-SC0021110"]}],"id":[{"id":"10.13039\/100006132","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1952777"],"award-info":[{"award-number":["1952777"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Matrix Anal. Appl."],"published-print":{"date-parts":[[2025,12,31]]},"DOI":"10.1137\/24m1699048","type":"journal-article","created":{"date-parts":[[2025,11,17]],"date-time":"2025-11-17T08:26:26Z","timestamp":1763367986000},"page":"2527-2557","source":"Crossref","is-referenced-by-count":0,"title":["Embrace Rejection: Kernel Matrix Approximation by Accelerated Randomly Pivoted Cholesky"],"prefix":"10.1137","volume":"46","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0712-8296","authenticated-orcid":true,"given":"Ethan N.","family":"Epperly","sequence":"first","affiliation":[{"name":"Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA 91125 USA."}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1024-1791","authenticated-orcid":true,"given":"Joel A.","family":"Tropp","sequence":"additional","affiliation":[{"name":"Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA 91125 USA."}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8286-6315","authenticated-orcid":true,"given":"Robert J.","family":"Webber","sequence":"additional","affiliation":[{"name":"Department of Mathematics, University of California San Diego, La Jolla, CA 92093 USA."}]}],"member":"351","published-online":{"date-parts":[[2025,11,17]]},"reference":[{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1063\/5.0222798"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/16M1105396"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.22234"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-06169-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.1603015"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.adf0873"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.4086\/toc.2006.v002a012"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/24M1678027"},{"volume-title":"Sourcebook of Parallel Computing","year":"2003","author":"Dongarra J.","key":"ref13"},{"key":"ref14","first-page":"2153","volume":"6","author":"Drineas P.","year":"2005","journal-title":"J. Mach. Learn. Res."},{"key":"ref16","first-page":"243","volume":"2","author":"Fine S.","year":"2002","journal-title":"J. Mach. Learn. Res."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/21M1466244"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00211-005-0615-4"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.56021\/9781421407944"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198535645.003.0010"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718027"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-76371-2"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2017.68"},{"volume-title":"Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond","year":"2018","author":"Sch\u00f6lkopf B.","key":"ref31"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.0c01111"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1561\/0400000060"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-1099-7"}],"container-title":["SIAM Journal on Matrix Analysis and Applications"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,11,17]],"date-time":"2025-11-17T08:26:32Z","timestamp":1763367992000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/24M1699048"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,17]]},"references-count":22,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,12,31]]}},"alternative-id":["10.1137\/24M1699048"],"URL":"https:\/\/doi.org\/10.1137\/24m1699048","relation":{},"ISSN":["0895-4798","1095-7162"],"issn-type":[{"type":"print","value":"0895-4798"},{"type":"electronic","value":"1095-7162"}],"subject":[],"published":{"date-parts":[[2025,11,17]]}}}