{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T09:57:10Z","timestamp":1764842230272,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/acssc.2018.8645435","type":"proceedings-article","created":{"date-parts":[[2019,3,18]],"date-time":"2019-03-18T20:31:40Z","timestamp":1552941100000},"page":"850-854","source":"Crossref","is-referenced-by-count":2,"title":["Latent Group Structured Multi-task Learning"],"prefix":"10.1109","author":[{"given":"Xiangyu","family":"Niu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifan","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinyuan","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","first-page":"702","article-title":"Clustered multi-task learning via alternating structure optimization","author":"zhou","year":"2011","journal-title":"Advances in neural information processing systems"},{"key":"ref31","first-page":"94","article-title":"Facial landmark detection by deep multitask learning","author":"zhang","year":"2014","journal-title":"European Conference on Computer Vision"},{"key":"ref30","first-page":"733","article-title":"A convex formulation for learning task relationships in multi-task learning","author":"zhang","year":"2010","journal-title":"Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence"},{"key":"ref10","first-page":"615","article-title":"Learning multiple tasks with kernel methods","volume":"6","author":"evgeniou","year":"2005","journal-title":"Journal of Machine Learning Research"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014067"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2814781"},{"key":"ref13","first-page":"1205","article-title":"Multi-task sparse structure learning with gaussian copula models","volume":"17","author":"gon\u00e7alves","year":"2016","journal-title":"The Journal of Machine Learning Research"},{"key":"ref14","first-page":"2638","article-title":"Learning multi-level task groups in multi-task learning","author":"han","year":"2015","journal-title":"AAAI"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553431"},{"key":"ref16","first-page":"745","article-title":"Clustered multi-task learning: A convex formulation","author":"jacob","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"ref17","first-page":"521","article-title":"Learning with whom to share in multi-task feature learning","author":"kang","year":"2011","journal-title":"ICML"},{"key":"ref18","first-page":"1723","article-title":"Learning task grouping and overlap in multi-task learning","author":"kumar","year":"2012","journal-title":"Proceedings of the 29th International Coference on International Conference on Machine Learning"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273558"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102479"},{"key":"ref4","first-page":"71","article-title":"An algorithm for transfer learning in a heterogeneous environment","author":"argyriou","year":"2008","journal-title":"Machine Learning and Knowledge Discovery in Databases"},{"key":"ref27","first-page":"423","article-title":"Multitask learning with gaussian matrix generalized inverse gaussian model","author":"yang","year":"2013","journal-title":"International Conference on Machine Learning"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5040-8"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5529-2_5"},{"key":"ref29","doi-asserted-by":"crossref","DOI":"10.1109\/TKDE.2018.2816029","article-title":"Identifying genetic risk factors for alzheimer’s disease via shared tree-guided feature learning across multiple tasks","author":"zhang","year":"2018","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1006\/jmaa.1996.0308"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref7","article-title":"Multitask connectionist learning","author":"caruana","year":"1993","journal-title":"Proc 1993 Connectionist Models Summer School"},{"key":"ref2","first-page":"41","article-title":"Multi-task feature learning","author":"argyriou","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"ref9","first-page":"135","article-title":"Bayesian multitask learning with latent hierarchies","author":"daum\u00e9","year":"2009","journal-title":"Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence"},{"key":"ref1","first-page":"1817","article-title":"A framework for learning predictive structures from multiple tasks and unlabeled data","volume":"6","author":"ando","year":"2005","journal-title":"Journal of Machine Learning Research"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.24033\/bsmf.1625"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-013-9628-6"},{"key":"ref21","first-page":"2062","article-title":"Online multi-task learning via sparse dictionary optimization","author":"ruvolo","year":"2014","journal-title":"AAAI"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/BHI.2018.8333449"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.66"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178814"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1061\/JTEPBS.0000113"}],"event":{"name":"2018 52nd Asilomar Conference on Signals, Systems, and Computers","start":{"date-parts":[[2018,10,28]]},"location":"Pacific Grove, CA, USA","end":{"date-parts":[[2018,10,31]]}},"container-title":["2018 52nd Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8638648\/8645065\/08645435.pdf?arnumber=8645435","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,23]],"date-time":"2020-08-23T22:36:04Z","timestamp":1598222164000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8645435\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/acssc.2018.8645435","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}