{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:58:06Z","timestamp":1773377886886,"version":"3.50.1"},"reference-count":46,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,26]],"date-time":"2022-06-26T00:00:00Z","timestamp":1656201600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,26]],"date-time":"2022-06-26T00:00:00Z","timestamp":1656201600000},"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":[[2022,6,26]]},"DOI":"10.1109\/isit50566.2022.9834685","type":"proceedings-article","created":{"date-parts":[[2022,8,3]],"date-time":"2022-08-03T15:34:22Z","timestamp":1659540862000},"page":"3156-3161","source":"Crossref","is-referenced-by-count":0,"title":["Graph-assisted Matrix Completion in a Multi-clustered Graph Model"],"prefix":"10.1109","author":[{"given":"Geewon","family":"Suh","sequence":"first","affiliation":[{"name":"KAIST,EE"}]},{"given":"Changho","family":"Suh","sequence":"additional","affiliation":[{"name":"KAIST,EE"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1017\/S0963548317000463"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1214\/16-AOS1522"},{"key":"ref33","first-page":"4682","article-title":"Query complexity of clustering with side information","author":"mazumdar","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref32","first-page":"3224","article-title":"Clustering with same-cluster queries","author":"ashtiani","year":"2016","journal-title":"Proceedings of the 30th International Conference on Neural Information Processing Systems"},{"key":"ref31","first-page":"1980","article-title":"Achieving optimal misclassification proportion in stochastic block models","volume":"18","author":"gao","year":"2017","journal-title":"The Journal of Machine Learning Research"},{"key":"ref30","first-page":"391","article-title":"Stochastic block model and community detection in sparse graphs: A spectral algorithm with optimal rate of recovery","author":"chin","year":"2015","journal-title":"Conference on Learning Theory"},{"key":"ref37","first-page":"2323","article-title":"Influential features pca for high dimensional clustering","author":"jin","year":"2016","journal-title":"The Annals of Statistics"},{"key":"ref36","first-page":"2139","article-title":"Minimax theory for high-dimensional gaussian mixtures with sparse mean separation","volume":"26","author":"azizyan","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1137\/18M1209854"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2375327"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30468-5_31"},{"key":"ref40","first-page":"371","article-title":"Spectral mle: Top-k rank aggregation from pair-wise comparisons","author":"chen","year":"2015","journal-title":"International Conference on Machine Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2006.1593032"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557067"},{"key":"ref13","first-page":"1548","article-title":"Graph regularized nonnegative matrix factorization for data representation","volume":"33","author":"cai","year":"2010","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935877"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2012.192"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-013-0141-9"},{"key":"ref17","first-page":"3697","article-title":"Geometric matrix completion with recurrent multi-graph neural networks","author":"monti","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref18","first-page":"4272","article-title":"Binary rating estimation with graph side information","volume":"31","author":"ahn","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2018.8636058"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2011.12.021"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2044061"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1134271.1134277"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2009.2035722"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/080738970"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2015.47"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2046205"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2928130"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2054251"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/312129.312230"},{"key":"ref1","article-title":"Matrix rank minimization with applications","author":"fazel","year":"2002","journal-title":"PhD diss Ph D thesis"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9153"},{"key":"ref20","article-title":"Matrix completion with hierarchical graph side information","author":"elmahdy","year":"2020","journal-title":"34th Conference on Neural Information Processing Systems NeurIPS 2020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3052033"},{"key":"ref21","article-title":"Discrete-valued preference estimation with graph side information","author":"jo","year":"2020"},{"key":"ref42","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1","author":"macqueen","year":"1967","journal-title":"Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT45174.2021.9518134"},{"key":"ref41","first-page":"689","article-title":"Community recovery in graphs with locality","author":"chen","year":"2016","journal-title":"International Conference on Machine Learning"},{"key":"ref23","article-title":"Mc2g: An efficient algorithm for matrix completion with social and item similarity graphs","author":"zhang","year":"2020"},{"key":"ref44","first-page":"115","article-title":"Knn-based clustering for improving social recommender systems","author":"pan","year":"2012","journal-title":"International workshop on agents and data mining interaction"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1214\/17-AOS1541"},{"key":"ref43","year":"0"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1214\/14-AOS1274","article-title":"Consistency of spectral clustering in stochastic block models","volume":"43","author":"lei","year":"2015","journal-title":"The Annals of Statistics"}],"event":{"name":"2022 IEEE International Symposium on Information Theory (ISIT)","location":"Espoo, Finland","start":{"date-parts":[[2022,6,26]]},"end":{"date-parts":[[2022,7,1]]}},"container-title":["2022 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9834325\/9834269\/09834685.pdf?arnumber=9834685","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:35:28Z","timestamp":1773347728000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9834685\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,26]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/isit50566.2022.9834685","relation":{},"subject":[],"published":{"date-parts":[[2022,6,26]]}}}