{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T03:23:05Z","timestamp":1775791385579,"version":"3.50.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1907658"],"award-info":[{"award-number":["CCF-1907658"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["OAC-1940074"],"award-info":[{"award-number":["OAC-1940074"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-2148104"],"award-info":[{"award-number":["CNS-2148104"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000183","name":"Army Research Office","doi-asserted-by":"publisher","award":["W911NF-17-1-0546"],"award-info":[{"award-number":["W911NF-17-1-0546"]}],"id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000183","name":"Army Research Office","doi-asserted-by":"publisher","award":["W911NF-21-1-0301"],"award-info":[{"award-number":["W911NF-21-1-0301"]}],"id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tsp.2022.3229635","type":"journal-article","created":{"date-parts":[[2023,1,9]],"date-time":"2023-01-09T19:52:57Z","timestamp":1673293977000},"page":"6080-6095","source":"Crossref","is-referenced-by-count":16,"title":["FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3825-130X","authenticated-orcid":false,"given":"Arpita","family":"Gang","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Rutgers University–New Brunswick, New Brunswick, NJ, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4406-5263","authenticated-orcid":false,"given":"Waheed U.","family":"Bajwa","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Rutgers University–New Brunswick, New Brunswick, NJ, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683095"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2689040"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(01)00188-5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2853589"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1037\/h0070888"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2972654"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2973345"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90014-2"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/0022-247X(85)90131-3"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90044-0"},{"key":"ref12","volume-title":"The Organization of Behavior: A Neuropsychological Theory","author":"Hebb","year":"1949"},{"key":"ref13","first-page":"215","article-title":"Method of stochastic approximation in the determination of the largest eigenvalue of the mathematical expectation of random matrices","volume":"1970","author":"Krasulina","year":"1970","journal-title":"Autom. Remote Control"},{"key":"ref14","first-page":"3174","article-title":"The fast convergence of incremental PCA","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"26","author":"Balsubramani","year":"2013"},{"key":"ref15","first-page":"12393","article-title":"Exponentially convergent stochastic k-PCA without variance reduction","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Tang","year":"2019"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1080\/14786440109462720","article-title":"On lines and planes of closest fit to systems of points in space","volume":"2","author":"Pearson","year":"1901","journal-title":"Philos. Mag."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.56021\/9781421407944"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.6028\/jres.045.026"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.852236"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.895824"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2853498"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2826566"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2511743"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2846588"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/11573937_51"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2016.7460567"},{"key":"ref28","first-page":"1","article-title":"Distributed PCA-based anomaly detection in wireless sensor networks","volume-title":"Proc. Int. Conf. Internet Technol. Secured Trans.","author":"Livani","year":"2010"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2877842"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/DSW.2019.8755554"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.psep.2021.04.043"},{"key":"ref32","first-page":"6453","article-title":"Federated principal component analysis","volume-title":"Proc. Adv. Neural Inform. Process. Syst.","volume":"33","author":"Grammenos","year":"2020"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2846568"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcss.2007.04.014"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2008.5074720"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2011.2118742"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/Allerton.2013.6736701"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2472372"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952998"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysconle.2004.02.022"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2021.3122297"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.13140\/RG.2.2.25204.14729"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2012.2209984"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2016.7905887"},{"key":"ref45","first-page":"1594","article-title":"Decentralized Riemannian gradient descent on the stiefel manifold","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","volume":"139","author":"Chen","year":"2021"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-26710-7_41"},{"key":"ref47","article-title":"Distributed Picard iteration: Application to distributed EM and distributed PCA","author":"Andrade","year":"2021"},{"key":"ref48","doi-asserted-by":"crossref","DOI":"10.1016\/j.sigpro.2021.108408","article-title":"A linearly convergent algorithm for distributed principal component analysis","volume":"193","author":"Gang","year":"2022","journal-title":"Signal Process."},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1137\/14096668X"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2017.2698261"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2016.2524588"},{"issue":"238","key":"ref53","first-page":"1","article-title":"DeEPCA: Decentralized exact PCA with linear convergence rate","volume":"22","author":"Ye","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref54","first-page":"1815","article-title":"Stochastic optimization of PCA with capped MSG","volume-title":"Proc. Adv. Neural Inform. Process. Systs","author":"Arora","year":"2013"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1137\/S0036144503423264"},{"key":"ref56","article-title":"MNIST handwritten digit database","volume":"2","author":"LeCun","year":"1998"},{"key":"ref57","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/78\/9675017\/10012289-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/9675017\/10012289.pdf?arnumber=10012289","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,9]],"date-time":"2024-02-09T02:53:23Z","timestamp":1707447203000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10012289\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/tsp.2022.3229635","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}