{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T02:44:22Z","timestamp":1769741062658,"version":"3.49.0"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"JSPS","award":["22H01492"],"award-info":[{"award-number":["22H01492"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tsp.2023.3263724","type":"journal-article","created":{"date-parts":[[2023,3,31]],"date-time":"2023-03-31T18:09:42Z","timestamp":1680286182000},"page":"1232-1247","source":"Crossref","is-referenced-by-count":18,"title":["Linearly-Involved Moreau-Enhanced-Over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression"],"prefix":"10.1109","volume":"71","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3709-275X","authenticated-orcid":false,"given":"Masahiro","family":"Yukawa","sequence":"first","affiliation":[{"name":"Department of Electronics and Electrical Engineering, Keio University, Yokohama, Kanagawa, Japan"}]},{"given":"Hiroyuki","family":"Kaneko","sequence":"additional","affiliation":[{"name":"Department of Electronics and Electrical Engineering, Keio University, Yokohama, Kanagawa, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7189-8645","authenticated-orcid":false,"given":"Kyohei","family":"Suzuki","sequence":"additional","affiliation":[{"name":"Department of Electronics and Electrical Engineering, Keio University, Yokohama, Kanagawa, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6563-7526","authenticated-orcid":false,"given":"Isao","family":"Yamada","sequence":"additional","affiliation":[{"name":"Department of Information and Communications Engineering, Tokyo Institute of Technology, Meguro-ku, Tokyo, Japan"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Machine Learning: A. Bayesian and Optimization Perspective","author":"Theodoridis","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1017\/9781139084291"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-7011-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-8176-4948-7"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/SERIES1345"},{"key":"ref6","first-page":"2540","article-title":"Online robust regression via SGD on the $\\ell _{1}$ loss","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Pesme","year":"2020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/24\/3\/035020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2212015"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2824289"},{"issue":"179","key":"ref10","first-page":"1","article-title":"Efficient learning with a family of nonconvex regularizers by redistributing nonconvexity","volume":"18","author":"Yao","year":"2018","journal-title":"J. Mach. Learn. Res."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-017-9954-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2007.898300"},{"issue":"1","key":"ref13","doi-asserted-by":"crossref","first-page":"488","DOI":"10.1109\/TIT.2015.2501362","article-title":"$\\ell _{p}$-regularized least squares ($0< p< 1$) and critical path","volume":"62","author":"Yukawa","year":"2016","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"5","key":"ref14","doi-asserted-by":"crossref","first-page":"2960","DOI":"10.1109\/TIT.2014.2312723","article-title":"Can critical-point paths under $\\ell _{p}$-regularization ($0< p< 1$) reach the sparsest least squares solutions?","volume":"60","author":"Jeong","year":"2014","journal-title":"IEEE Trans. Inf. Theory"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1214\/08-aos659"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00041-008-9045-x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS729"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1198\/016214501753382273"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/151003714"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2880454"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7132.001.0001"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/83.784433"},{"key":"ref23","volume-title":"Algorithms for Solving a Class of Nonconvex Optimization Problems: Methods of Subgradient","volume":"129","author":"Dinh","year":"1986"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2535227"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1137\/18M1199149"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/ab551e"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2711501"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682318"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1137\/12087178x"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/31\/11\/115011"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2015.7299175"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2705646"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2018.2846479"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2887400"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2935906"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2010.5513535"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO55093.2022.9909755"},{"key":"ref38","first-page":"2897","article-title":"Fonctions convexes duales et points proximaux dans un espace hilbertien","volume":"255","author":"Moreau","year":"1962","journal-title":"C. R. Acad. Sci. Paris Ser. A. Math."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.24033\/bsmf.1625"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1137\/050626090"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-9569-8_17","volume-title":"Fixed-Point Algorithms for Inverse Problems in Science and Engineering","volume":"49","author":"Yamada","year":"2011"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-48311-5"},{"key":"ref43","first-page":"2869","article-title":"Confidence intervals and hypothesis testing for high-dimensional regression","volume":"15","author":"Javanmard","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2518989"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1137\/0716071"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1137\/050626090"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053638"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2008.924688"},{"key":"ref50","volume-title":"Robust Statistics: The Approach Based on Influence Functions","volume":"196","author":"Hampel","year":"2011"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.2307\/1267936"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2669904"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.3044445"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2023.3244082"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413850"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1587\/transfun.2021EAP1153"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2022.3181729"},{"key":"ref58","volume-title":"A Wavelet Tour of Signal Processing: The Sparse Way","author":"Mallat","year":"2009"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-018-1248-2"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9781139020411"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref62","volume-title":"Introductory Functional Analysis With Applications","author":"Kreyszig","year":"1978"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/27\/12\/125007"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/29\/2\/025011"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2377273"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-010-0251-1"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-012-0245-9"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2907264"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/icassp.2015.7178584"},{"key":"ref70","first-page":"1457","article-title":"Non-negative matrix factorization with sparseness constraints","volume":"5","author":"Hoyer","year":"2004","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/10040758\/10089559.pdf?arnumber=10089559","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T03:32:19Z","timestamp":1710387139000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10089559\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":70,"URL":"https:\/\/doi.org\/10.1109\/tsp.2023.3263724","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}