{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:58:51Z","timestamp":1773377931240,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/isit.2019.8849441","type":"proceedings-article","created":{"date-parts":[[2019,9,26]],"date-time":"2019-09-26T21:46:12Z","timestamp":1569534372000},"page":"497-501","source":"Crossref","is-referenced-by-count":0,"title":["Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization"],"prefix":"10.1109","author":[{"given":"Ahmed","family":"Douik","sequence":"first","affiliation":[{"name":"California Institute of Technology (Caltech), California, United States of America"}]},{"given":"Babak","family":"Hassibi","sequence":"additional","affiliation":[{"name":"California Institute of Technology (Caltech), California, United States of America"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.2840852"},{"key":"ref11","first-page":"1298","article-title":"Low-rank Riemannian optimization on positive semidefinite stochastic matrices with applications to graph clustering","author":"douik","year":"2018","journal-title":"International Conference on Machine Learning"},{"key":"ref12","first-page":"2757","article-title":"The non-convex burer-monteiro approach works on smooth semidefinite programs","author":"boumal","year":"2016","journal-title":"Proc of Advances in Neural Information Processing Systems (NIPS&#x2019; 16)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/SSP.2018.8450685"},{"key":"ref14","article-title":"Manifold Optimization Over the Set of Doubly Stochastic Matrices: A Second-Order Geometry","author":"douik","year":"2018","journal-title":"ArXiv preprint ArXiv 1802 02628"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s00180-013-0464-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1515\/9781400830244"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00256"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACV.1994.341300"},{"key":"ref4","first-page":"1","article-title":"Low-rank doubly stochastic matrix decomposition for cluster analysis","volume":"17","author":"yang","year":"2016","journal-title":"Journal of Machine Learning Research"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2016.7541267"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2465901"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939805"},{"key":"ref8","first-page":"761","article-title":"Clustering by left-stochastic matrix factorization","author":"arora","year":"2011","journal-title":"Proceedings of the 28th International Conference on Machine Learning (ICML'11)"},{"key":"ref7","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","author":"lee","year":"2001","journal-title":"Proc of Advances in neural information processing systems (NIPS&#x2019; 01)"},{"key":"ref2","first-page":"707","article-title":"Clustering by low-rank doubly stochastic matrix decomposition","author":"yang","year":"2012","journal-title":"Proc of the 29th International Coference on International Conference on Machine Learning (ICML&#x2019; 12) Edinburgh Scotland"},{"key":"ref1","first-page":"1569","article-title":"Doubly stochastic normalization for spectral clustering","author":"zass","year":"2006","journal-title":"Proc of Advances in Neural Information Processing Systems (NIPS&#x2019; 06)"},{"key":"ref9","article-title":"The why and how of nonnegative matrix factorization","volume":"12","author":"gillis","year":"2014","journal-title":"Regu-larization Optimization Kernels and Support Vector Machines"}],"event":{"name":"2019 IEEE International Symposium on Information Theory (ISIT)","location":"Paris, France","start":{"date-parts":[[2019,7,7]]},"end":{"date-parts":[[2019,7,12]]}},"container-title":["2019 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8827389\/8849208\/08849441.pdf?arnumber=8849441","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:35:36Z","timestamp":1773347736000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8849441\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/isit.2019.8849441","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}