{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T12:12:17Z","timestamp":1762431137333,"version":"3.37.3"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2016,6,1]],"date-time":"2016-06-01T00:00:00Z","timestamp":1464739200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100004963","name":"European Unions Seventh Framework Program, ERC","doi-asserted-by":"publisher","award":["320649"],"award-info":[{"award-number":["320649"]}],"id":[{"id":"10.13039\/501100004963","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Signal Process."],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1109\/jstsp.2016.2555241","type":"journal-article","created":{"date-parts":[[2016,4,20]],"date-time":"2016-04-20T18:24:23Z","timestamp":1461176663000},"page":"726-739","source":"Crossref","is-referenced-by-count":62,"title":["Linearized Kernel Dictionary Learning"],"prefix":"10.1109","volume":"10","author":[{"given":"Alona","family":"Golts","sequence":"first","affiliation":[]},{"given":"Michael","family":"Elad","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"244","article-title":"Fastfood-approximating kernel expansions in loglinear time","volume":"28","author":"le","year":"2013","journal-title":"JMLR W&CP"},{"key":"ref38","first-page":"1177","article-title":"Random features for large-scale kernel machines","author":"rahimi","year":"2007","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref33","first-page":"660","article-title":"Design of non-linear discriminative dictionaries for image classification","volume":"7724","author":"shrivastava","year":"2012","journal-title":"Vision Computer"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2274276"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2282078"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33709-3_16"},{"key":"ref37","first-page":"1425","author":"zhang","year":"0","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2040671"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553463"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.08.066"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2013.06.007"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2271479"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288305"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1028674842"},{"journal-title":"A Wavelet Tour of Signal Processing","year":"1999","author":"mallat","key":"ref1"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1007\/BFb0020217","article-title":"Kernel principal component analysis","volume":"1327","author":"scholk\u00f6pf","year":"1997","journal-title":"Artificial Neural Networks—ICANN"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013955821559"},{"key":"ref21","first-page":"23","author":"scholk\u00f6pf","year":"0","journal-title":"Proc IEEE Signal Process Soc Workshop Neural Netw Signal Process"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15561-1_1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/11564096_18"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2179539"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/DICTA.2011.20"},{"key":"ref50","first-page":"2153","article-title":"On the Nyström method for approximating a gram matrix for improved kernel-based learning","volume":"6","author":"drineas","year":"2005","journal-title":"J Mach Learn Res"},{"key":"ref51","first-page":"304","author":"kumar","year":"0","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref57","first-page":"1","article-title":"Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit","volume":"40","author":"rubinstein","year":"2008","journal-title":"CS Technion"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33783-3_30"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.308"},{"key":"ref54","first-page":"476","article-title":"Nyström method vs random fourier features: A theoretical and empirical comparison","author":"yang","year":"2012","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-013-0431-x"},{"key":"ref52","first-page":"1232","article-title":"Improved Nyström low-rank approximation and error analysis","author":"zhang","year":"0","journal-title":"Proc Int Conf Mach Learn (ACM)"},{"key":"ref10","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 representations","volume":"54","author":"aharon","year":"2006","journal-title":"IEEE Trans Signal Process"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.79"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827596304010"},{"key":"ref12","first-page":"1033","article-title":"Supervised dictionary learning","author":"mairal","year":"0","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.156"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539989"},{"key":"ref15","first-page":"1697","article-title":"Learning a discriminative dictionary for sparse coding via label consistentlabel consistent K-SVD","author":"jiang","year":"0","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog (CVPR)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.88"},{"key":"ref17","first-page":"543","article-title":"Fisher discrimination dictionary kearning for sparse representation","author":"yang","year":"0","journal-title":"Proc IEEE Int Conf Comput Vis (ICCV)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10593-2_41"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3264-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881969"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2002.1038034"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.911828"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxm055"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2011.2135332"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2008.03.001"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539704442684"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1999.760624"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/72.788641"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.1909.0016"},{"key":"ref48","first-page":"682","article-title":"Using the Nyström method to speed up kernel machines","author":"williams","year":"0","journal-title":"Proc Annu Conf Neural Inf Process Syst (NIPS)"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2004.841784"},{"key":"ref42","first-page":"40","author":"pati","year":"0","journal-title":"Asimolar Conf Sign Syst Comp"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/78.258082"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9947-1950-0051437-7"},{"journal-title":"Pattern Classification","year":"2000","author":"duda","key":"ref43"}],"container-title":["IEEE Journal of Selected Topics in Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4200690\/7469412\/07454703.pdf?arnumber=7454703","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:02:45Z","timestamp":1642003365000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7454703\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,6]]},"references-count":57,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jstsp.2016.2555241","relation":{},"ISSN":["1932-4553","1941-0484"],"issn-type":[{"type":"print","value":"1932-4553"},{"type":"electronic","value":"1941-0484"}],"subject":[],"published":{"date-parts":[[2016,6]]}}}