{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:13:13Z","timestamp":1740132793123,"version":"3.37.3"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2018,2,15]],"date-time":"2018-02-15T00:00:00Z","timestamp":1518652800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,2,15]],"date-time":"2018-02-15T00:00:00Z","timestamp":1518652800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,2,15]],"date-time":"2018-02-15T00:00:00Z","timestamp":1518652800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,2,15]],"date-time":"2018-02-15T00:00:00Z","timestamp":1518652800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"publisher","award":["FA9550-15-1-0205"],"award-info":[{"award-number":["FA9550-15-1-0205"]}],"id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-15-1-2387"],"award-info":[{"award-number":["N00014-15-1-2387"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CAREER ECCS-1650449","ECCS-1462191","CCF-1704245"],"award-info":[{"award-number":["CAREER ECCS-1650449","ECCS-1462191","CCF-1704245"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2018,2,15]]},"DOI":"10.1109\/tsp.2017.2780041","type":"journal-article","created":{"date-parts":[[2017,12,4]],"date-time":"2017-12-04T19:18:14Z","timestamp":1512415094000},"page":"1051-1064","source":"Crossref","is-referenced-by-count":8,"title":["Stochastic Approximation and Memory-Limited Subspace Tracking for Poisson Streaming Data"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3703-5891","authenticated-orcid":false,"given":"Liming","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6766-5459","authenticated-orcid":false,"given":"Yuejie","family":"Chi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","volume":"3","author":"rudin","year":"1964","journal-title":"Principles of Mathematical Analysis"},{"key":"ref32","volume":"3","author":"van der vaart","year":"0","journal-title":"Asymptotic Statistics"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1515\/9783110845563"},{"key":"ref30","first-page":"1","article-title":"On an upper bound for Jensen's inequality","volume":"10","author":"simic","year":"2009","journal-title":"J Inequalities Pure Appl Math"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2010.5706976"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2282910"},{"key":"ref12","first-page":"404","article-title":"Online robust PCA via stochastic optimization","author":"feng","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2331612"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638752"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2014.32"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2701333"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2168410"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2157913"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2049997"},{"key":"ref28","first-page":"2283","article-title":"Stochastic majorization-minimization algorithms for large-scale optimization","author":"mairal","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/9780470443736"},{"key":"ref27","first-page":"19","article-title":"Online learning for matrix factorization and sparse coding","volume":"11","author":"mairal","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/140998779"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/BF00275687"},{"key":"ref29","first-page":"993","article-title":"Latent Dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref5","first-page":"579","article-title":"Dynamical models and tracking regret in online convex programming","author":"hall","year":"2013","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2001.973042"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553463"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1002\/mrm.22180","article-title":"Optimization of k-space trajectories for compressed sensing by Bayesian experimental design","volume":"63","author":"seeger","year":"2010","journal-title":"Magn Reson Med"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1198\/016214505000001168"},{"key":"ref20","first-page":"1142","article-title":"Designed measurements for vector count data","author":"wang","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2015.7282774"},{"key":"ref21","first-page":"622","article-title":"Low-rank matrix recovery with Poisson noise","author":"xie","year":"2013","journal-title":"Proc IEEE Global Conf Signal Inf Process"},{"key":"ref24","first-page":"1","article-title":"Nonparametric Bayesian factor analysis for dynamic count matrices","author":"acharya","year":"2015","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref23","first-page":"9","article-title":"Online learning and stochastic approximations","volume":"17","author":"bottou","year":"1998","journal-title":"On-Line Learning in Neural Networks"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/imanum\/8.1.141"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2537145"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/78\/8259460\/8141954-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/8259460\/08141954.pdf?arnumber=8141954","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:48:58Z","timestamp":1649443738000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8141954\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,2,15]]},"references-count":33,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2017.2780041","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"type":"print","value":"1053-587X"},{"type":"electronic","value":"1941-0476"}],"subject":[],"published":{"date-parts":[[2018,2,15]]}}}