{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T00:55:07Z","timestamp":1725411307594},"reference-count":19,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1109\/dsp-spe.2015.7369522","type":"proceedings-article","created":{"date-parts":[[2016,1,4]],"date-time":"2016-01-04T16:37:22Z","timestamp":1451925442000},"page":"25-30","source":"Crossref","is-referenced-by-count":2,"title":["Analysis of randomized robust PCA for high dimensional data"],"prefix":"10.1109","author":[{"given":"Mostafa","family":"Rahmani","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George K.","family":"Atia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iat002"},{"key":"ref11","article-title":"Robust L1-norm factorization in the presence of outliers and missing data","author":"ke","year":"2005","journal-title":"Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/070697835"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/rsa.10073"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1806689.1806737"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2009.2039178"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00365-007-9003-x"},{"journal-title":"Random observations on random observations Sparse signal acquisition and processing","year":"2010","author":"davenport","key":"ref17"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1002\/0470010940","author":"maronna","year":"2006","journal-title":"Robust Statistics"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"journal-title":"Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling","year":"2015","author":"li","key":"ref4"},{"key":"ref3","article-title":"Algorithms and Hardness for Robust Subspace Recovery","author":"hardt","year":"2013","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)"},{"journal-title":"High Dimensional Low Rank plus Sparse Matrix Decomposition","year":"2015","author":"rahmani","key":"ref6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2173156"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1145\/1143844.1143880","article-title":"R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization","author":"ding","year":"2006","journal-title":"ICML 06 Proceedings of the 23rd International Conference on Machine Learning"},{"journal-title":"Randomized Robust Subspace Recovery for High Dimensional Data Matrices","year":"2015","author":"rahmani","key":"ref7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-014-9221-0"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1137\/090761793"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"}],"event":{"name":"2015 IEEE Signal Processing and Signal Processing Education Workshop (SP\/SPE)","start":{"date-parts":[[2015,8,9]]},"location":"Salt Lake City, UT, USA","end":{"date-parts":[[2015,8,12]]}},"container-title":["2015 IEEE Signal Processing and Signal Processing Education Workshop (SP\/SPE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7359189\/7369513\/07369522.pdf?arnumber=7369522","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T22:59:32Z","timestamp":1498258772000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7369522\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/dsp-spe.2015.7369522","relation":{},"subject":[],"published":{"date-parts":[[2015,8]]}}}