{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T13:26:27Z","timestamp":1754486787564,"version":"3.28.0"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10094882","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T17:28:30Z","timestamp":1683307710000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["Robust and Globally Sparse Pca via Majorization-Minimization and Variable Splitting"],"prefix":"10.1109","author":[{"given":"Hugo","family":"Brehier","sequence":"first","affiliation":[{"name":"University Paris Nanterre,LEME (EA4416),France"}]},{"given":"Arnaud","family":"Breloy","sequence":"additional","affiliation":[{"name":"University Paris Nanterre,LEME (EA4416),France"}]},{"given":"Mohammed Nabil","family":"El Korso","sequence":"additional","affiliation":[{"name":"Université Paris-Saclay,L2S (UMR 8506), CNRS, CentraleSupélec"}]},{"given":"Sandeep","family":"Kumar","sequence":"additional","affiliation":[{"name":"The Indian Institute of Technology,Department of Electrical Engineering,Delhi,India"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2007.06.007"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/89044"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1137\/18M1211350"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2019.2909889"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2427451"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2015.7418196"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1561\/9781601987174"},{"key":"ref30","volume":"3","author":"golub","year":"2012","journal-title":"Matrix Computations"},{"key":"ref11","article-title":"An augmented lagrangian approach for sparse principal component analysis","volume":"135","author":"lu","year":"2009","journal-title":"Mathematical Programming"},{"key":"ref33","first-page":"1017","article-title":"Deflation methods for sparse pca","author":"mackey","year":"2009","journal-title":"Advances in Neural Information Processing Systems 21"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1137\/050645506"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.21236\/ADA563093"},{"key":"ref2","first-page":"327","author":"sch\u00f6lkopf","year":"1999","journal-title":"Kernel Principal Component Analysis"},{"journal-title":"Principal Component Analysis","year":"2002","author":"jolliffe","key":"ref1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iax012"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3058442"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2605073"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143880"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2895464"},{"key":"ref23","first-page":"976","article-title":"Globally sparse probabilistic pca","author":"mattei","year":"2016","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/0716071"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-013-9740-x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2009.05.006"},{"key":"ref21","first-page":"680","article-title":"MADMM: a generic algorithm for non-smooth optimization on manifolds","author":"kovnatsky","year":"2016","journal-title":"European Conference on Computer Vision"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/BF01581204"},{"key":"ref29","first-page":"1","article-title":"Majorization-minimization algorithms in signal processing, communications, and machine learning","author":"sun","year":"2016","journal-title":"IEEE Trans on Signal Process"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1198\/1061860032148"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2853141"},{"key":"ref9","first-page":"517","article-title":"Generalized power method for sparse principal component analysis","volume":"11","author":"journ\u00e9e","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"journal-title":"Robust Statistics","year":"2004","author":"huber","key":"ref6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2023,6,4]]},"location":"Rhodes Island, Greece","end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10094882.pdf?arnumber=10094882","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T18:58:33Z","timestamp":1700506713000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10094882\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10094882","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}