{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T17:43:06Z","timestamp":1776447786770,"version":"3.51.2"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2015,9,1]],"date-time":"2015-09-01T00:00:00Z","timestamp":1441065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2015,9]]},"DOI":"10.1109\/tnnls.2014.2361052","type":"journal-article","created":{"date-parts":[[2014,10,16]],"date-time":"2014-10-16T18:49:38Z","timestamp":1413485378000},"page":"1913-1926","source":"Crossref","is-referenced-by-count":29,"title":["Learning Stable Multilevel Dictionaries for Sparse Representations"],"prefix":"10.1109","volume":"26","author":[{"given":"Jayaraman J.","family":"Thiagarajan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karthikeyan","family":"Natesan Ramamurthy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Spanias","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72927-3_4"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/11776420_4"},{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1114.001.0001","author":"gr\u00fcnwald","year":"2005","journal-title":"Advances in Minimum Description Length Theory and Applications"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/nature02341"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2008.12.005"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"3523","DOI":"10.1109\/TIT.2010.2048466","article-title":"Dictionary identification&#x2014;Sparse matrix-factorization via $\\ell _{1}$ -minimization","volume":"56","author":"gribonval","year":"2010","journal-title":"IEEE Trans Inf Theory"},{"key":"ref37","article-title":"Stability of k-means clustering","volume":"19","author":"rakhlin","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2010.5653853"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-3626-0"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.07.020"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.04.024"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2246513"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2187203"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2044010"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1994.6.4.559"},{"key":"ref20","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-02250-0","author":"thiagarajan","year":"2014","journal-title":"Image Understanding Using Sparse Representations"},{"key":"ref22","first-page":"487","article-title":"Proximal methods for sparse hierarchical dictionary learning","author":"jenatton","year":"2010","journal-title":"Proceedings of the 27th ICML"},{"key":"ref21","first-page":"19","article-title":"Online learning for matrix factorization and sparse coding","volume":"11","author":"mairal","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2040551"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2010.5495916"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.156"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.939537"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"ref51","author":"bache","year":"2013","journal-title":"UCI Machine Learning Repository"},{"key":"ref54","first-page":"801","article-title":"Efficient sparse coding algorithms","author":"lee","year":"2006","journal-title":"Advances in Neural Information Processing Systems 19"},{"key":"ref53","first-page":"846","article-title":"Local discriminant embedding and its variants","volume":"2","author":"chen","year":"2005","journal-title":"Proc IEEE Comput Soc Conf CVPR"},{"key":"ref52","article-title":"Locality preserving projections","author":"he","year":"2003","journal-title":"Advances in Neural Information Processing Systems 16"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539964"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.03.005"},{"key":"ref11","first-page":"1794","article-title":"Linear spatial pyramid matching using sparse coding for image classification","author":"yang","year":"2009","journal-title":"Proc IEEE Conf CVPR"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2010.5653853"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539989"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995354"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2012.6467560"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"858","DOI":"10.1109\/TIP.2009.2038764","article-title":"Learning with $\\ell ^{1}$ -graph for image analysis","volume":"19","author":"cheng","year":"2010","journal-title":"IEEE Trans Image Process"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2109396"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2003.820031"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015826"},{"key":"ref4","first-page":"26","article-title":"A wide-angle view at iterated shrinkage algorithms","volume":"6701","author":"elad","year":"2007","journal-title":"Proc SPIE"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/S003614450037906X"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","article-title":"K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation","volume":"54","author":"aharon","year":"2006","journal-title":"IEEE Trans Signal Process"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"efron","year":"2004","journal-title":"Ann Statist"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISCCSP.2010.5463416"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007563306331"},{"key":"ref7","article-title":"Sparse representation for signal classification","author":"huang","year":"2006","journal-title":"Advances in Neural Information Processing Systems 19"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.79"},{"key":"ref46","first-page":"2565","article-title":"Stability properties of empirical risk minimization over Donsker classes","volume":"7","author":"caponnetto","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1023\/A:1004678431677"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-08-052087-2.50017-7"},{"key":"ref42","first-page":"3259","article-title":"The sample complexity of dictionary learning","volume":"12","author":"vainsencher","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2069250"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1055558.1055581"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/DSP-SPE.2011.5739224"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/7206790\/06926841.pdf?arnumber=6926841","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T09:38:22Z","timestamp":1689586702000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6926841"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9]]},"references-count":54,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2014.2361052","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,9]]}}}