{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T00:58:00Z","timestamp":1770771480492,"version":"3.50.0"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12171242"],"award-info":[{"award-number":["12171242"]}],"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":["72342019"],"award-info":[{"award-number":["72342019"]}],"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":["62576098"],"award-info":[{"award-number":["62576098"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012246","name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012246","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Open Project of Joint Lab for Statistics and Finance of NAU","award":["2025JLSF303"],"award-info":[{"award-number":["2025JLSF303"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2026,3]]},"DOI":"10.1109\/tpami.2025.3639635","type":"journal-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:41:57Z","timestamp":1764787317000},"page":"3714-3725","source":"Crossref","is-referenced-by-count":0,"title":["FedFask: Fast Sketching Distributed PCA for Large-Scale Federated Data"],"prefix":"10.1109","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9108-530X","authenticated-orcid":false,"given":"Xingcai","family":"Zhou","sequence":"first","affiliation":[{"name":"School of Statistics and Data Science and Joint Lab for Statistics and Finance, Nanjing Audit University, Nanjing, China"}]},{"given":"Guang","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Statistics and Data Science and Joint Lab for Statistics and Finance, Nanjing Audit University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-5075-6179","authenticated-orcid":false,"given":"Haotian","family":"Zheng","sequence":"additional","affiliation":[{"name":"School of Statistics and Data Science and Joint Lab for Statistics and Finance, Nanjing Audit University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3011-9216","authenticated-orcid":false,"given":"Linglong","family":"Kong","sequence":"additional","affiliation":[{"name":"Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3133-7119","authenticated-orcid":false,"given":"Jinde","family":"Cao","sequence":"additional","affiliation":[{"name":"School of Mathematics, Southeast University, Nanjing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1037\/h0070888"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1137\/050645506"},{"issue":"1","key":"ref3","first-page":"899","article-title":"Truncated power method for sparse eigenvalue problems","volume":"14","author":"Yuan","year":"2013","journal-title":"J. Mach. Learn. Res."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1097"},{"key":"ref5","first-page":"1529","article-title":"Sparse PCA with oracle property","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Gu","year":"2023"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2009.0121"},{"key":"ref7","article-title":"Augmented sparse principal component analysis for high dimensional data","author":"Paul","year":"2012"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOS1014"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1178"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3298011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref12","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"McMahan","year":"2017"},{"key":"ref13","article-title":"Principal component analysis for dimension reduction in massive distributed data sets","volume-title":"Proc. IEEE Int. Conf. Data Mining","author":"Qu","year":"2002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1214\/10-EJS577"},{"key":"ref15","first-page":"3113","article-title":"Improved distributed principal component analysis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Liang","year":"2014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2897518.2897646"},{"key":"ref17","article-title":"Integrating multiple random sketches for singular value decomposition","author":"Chen","year":"2016"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1214\/18-AOS1713"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/20M1364862"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/PL00011677"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1137\/090771806"},{"key":"ref22","article-title":"FADI: Fast distributed principal component analysis with high accuracy for large-scale federated data","author":"Shen","year":"2023"},{"key":"ref23","first-page":"1203","article-title":"Communication-efficient algorithms for distributed stochastic principal component analysis","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","author":"Garber","year":"2017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-024-06620-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.56021\/9781421407944"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2226167"},{"key":"ref27","article-title":"Covariance matrix estimation from correlated sub-gaussian samples","author":"Zhang","year":"2019"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2025.3541427"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3506950"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3149783"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/11372200\/11275933.pdf?arnumber=11275933","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T21:05:47Z","timestamp":1770671147000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11275933\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3]]},"references-count":30,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2025.3639635","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3]]}}}