{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:30:45Z","timestamp":1772119845581,"version":"3.50.1"},"reference-count":24,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1109\/bigdata.2017.8257909","type":"proceedings-article","created":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T22:47:28Z","timestamp":1516056448000},"page":"37-46","source":"Crossref","is-referenced-by-count":9,"title":["Lifelong multi-task multi-view learning using latent spaces"],"prefix":"10.1109","author":[{"given":"Xiaoli","family":"Li","sequence":"first","affiliation":[]},{"given":"Sai Nivedita","family":"Chandrasekaran","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Huan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"4055","article-title":"Multi-task multi-view clustering for non-negative data","author":"zhang","year":"2015","journal-title":"Proceedings of the 24th International Conference on Artificial Intelligence"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21043-3_16"},{"key":"ref12","article-title":"Continued practice and consolidation of a learning task","author":"o'quinn","year":"2005","journal-title":"Proceedings of the Meta-Learning Workshop 22nd International Conference on Machine Learning (ICML 2005)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-2123"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883086"},{"key":"ref15","first-page":"2302","article-title":"Erh jr","author":"mitchell","year":"2015","journal-title":"Never-ending learning In AAAI"},{"key":"ref16","author":"chen","year":"2014","journal-title":"Topic modeling using topics from many domains lifelong learning and big data"},{"key":"ref17","article-title":"Building high-level features using large scale unsupervised learning","volume":"103","author":"le","year":"2012","journal-title":"International Conference on Machine Learning 2012"},{"key":"ref18","first-page":"1206","article-title":"Online multi-task learning for policy gradient methods","author":"ammar","year":"2014","journal-title":"Proceedings of the 31st International Conference on Machine Learning (ICML-14)"},{"key":"ref19","first-page":"507","article-title":"Ella: An efficient lifelong learning algorithm","author":"ruvolo","year":"2013","journal-title":"Proceedings of the 30th International Conference on Machine Learning (ICML-13)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623727"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2662054"},{"key":"ref6","article-title":"Lifelong machine learning systems: Beyond learning algorithms","volume":"ss 13 5","author":"silver","year":"2013","journal-title":"AAAI Spring Symposium Lifelong Machine Learning ser AAAI Technical Report"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339617"},{"key":"ref8","first-page":"2371","article-title":"Interest inference via structure-constrained multi-source multi-task learning","author":"song","year":"2015","journal-title":"Proceedings of the 24th International Conference on Artificial Intelligence"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2040671"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40991-2_23"},{"key":"ref1","first-page":"25","article-title":"A graph-based framework for multi-task multi-view learning","author":"he","year":"2011","journal-title":"Proceedings of the 28thInternational Conference on Machine Learning (ICML-11) Ser ICML'11"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806217"},{"key":"ref20","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v27i1.8684","article-title":"Active task selection for lifelong machine learning","author":"ruvolo","year":"2013","journal-title":"AAAI"},{"key":"ref22","first-page":"982","article-title":"Factorized latent spaces with structured sparsity","volume":"23","author":"jia","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref21","article-title":"Learning task grouping and overlap in multi-task learning","author":"kumar","year":"2012","journal-title":"International Conference on Machine Learning (ICML)"},{"key":"ref24","article-title":"The comparative toxicogenomics database: update 2017","year":"2016","journal-title":"Nucleic Acids Research"},{"key":"ref23","author":"rennie","year":"2007","journal-title":"The 20 Newsgroups Data Set"}],"event":{"name":"2017 IEEE International Conference on Big Data (Big Data)","location":"Boston, MA","start":{"date-parts":[[2017,12,11]]},"end":{"date-parts":[[2017,12,14]]}},"container-title":["2017 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8241556\/8257893\/08257909.pdf?arnumber=8257909","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,12]],"date-time":"2022-08-12T16:09:24Z","timestamp":1660320564000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8257909\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2017.8257909","relation":{},"subject":[],"published":{"date-parts":[[2017,12]]}}}