{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T13:06:04Z","timestamp":1765544764783,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T00:00:00Z","timestamp":1603065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Institutes of Health (NIH)","award":["R01GM088224"],"award-info":[{"award-number":["R01GM088224"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,10,19]]},"DOI":"10.1145\/3340531.3412022","type":"proceedings-article","created":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T06:32:45Z","timestamp":1603089165000},"page":"1045-1054","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Hierarchical Active Learning with Overlapping Regions"],"prefix":"10.1145","author":[{"given":"Zhipeng","family":"Luo","sequence":"first","affiliation":[{"name":"University of Pittsburgh, Pittsburgh, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Milos","family":"Hauskrecht","sequence":"additional","affiliation":[{"name":"University of Pittsburgh, Pittsburgh, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,10,19]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2013.06.003"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcss.2008.07.003"},{"key":"e_1_3_2_2_3_1","volume-title":"Random forests. Machine learning 45, 1","author":"Breiman Leo","year":"2001","unstructured":"Leo Breiman . 2001. Random forests. Machine learning 45, 1 ( 2001 ), 5--32. Leo Breiman. 2001. Random forests. Machine learning 45, 1 (2001), 5--32."},{"key":"e_1_3_2_2_4_1","volume-title":"Two faces of active learning. Theoretical computer science 412, 19","author":"Dasgupta Sanjoy","year":"2011","unstructured":"Sanjoy Dasgupta . 2011. Two faces of active learning. Theoretical computer science 412, 19 ( 2011 ), 1767--1781. Sanjoy Dasgupta. 2011. Two faces of active learning. Theoretical computer science 412, 19 (2011), 1767--1781."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390183"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.3115\/1699510.1699522"},{"key":"e_1_3_2_2_7_1","first-page":"812","article-title":"Asking generalized queries to domain experts to improve learning. Knowledge and Data Engineering","volume":"22","author":"Du Jun","year":"2010","unstructured":"Jun Du and Charles X Ling . 2010 . Asking generalized queries to domain experts to improve learning. Knowledge and Data Engineering , IEEE Transactions 22 , 6 (2010), 812 -- 825 . Jun Du and Charles X Ling. 2010. Asking generalized queries to domain experts to improve learning. Knowledge and Data Engineering, IEEE Transactions 22, 6 (2010), 812--825.","journal-title":"IEEE Transactions"},{"key":"e_1_3_2_2_8_1","unstructured":"Zhipeng Luo and Milos Hauskrecht. 2017. Active learning of classification models from soft-labeled groups. In Advances in Neural Information Processing Systems Learning from Limited Data Workshop.  Zhipeng Luo and Milos Hauskrecht. 2017. Active learning of classification models from soft-labeled groups. In Advances in Neural Information Processing Systems Learning from Limited Data Workshop."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/351"},{"key":"e_1_3_2_2_10_1","volume-title":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Springer, 464--480","author":"Luo Zhipeng","year":"2018","unstructured":"Zhipeng Luo and Milos Hauskrecht . 2018 . Hierarchical active learning with proportion feedback on regions . In Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Springer, 464--480 . Zhipeng Luo and Milos Hauskrecht. 2018. Hierarchical active learning with proportion feedback on regions. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Springer, 464--480."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975673.50"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.84"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2013-001964"},{"key":"e_1_3_2_2_14_1","volume-title":"AMIA Annual Symposium Proceedings","volume":"2011","author":"Nguyen Quang","year":"2011","unstructured":"Quang Nguyen , Hamed Valizadegan , Amy Seybert , and Milos Hauskrecht . 2011 . Sample-efficient learning with auxiliary class-label information . In AMIA Annual Symposium Proceedings , Vol. 2011 . American Medical Informatics Association, 1004. Quang Nguyen, Hamed Valizadegan, Amy Seybert, and Milos Hauskrecht. 2011. Sample-efficient learning with auxiliary class-label information. In AMIA Annual Symposium Proceedings, Vol. 2011. American Medical Informatics Association, 1004."},{"volume-title":"Numerical optimization","author":"Nocedal Jorge","key":"e_1_3_2_2_15_1","unstructured":"Jorge Nocedal and Stephen Wright . 2006. Numerical optimization . Springer Science & Business Media . Jorge Nocedal and Stephen Wright. 2006. Numerical optimization. Springer Science & Business Media."},{"key":"e_1_3_2_2_16_1","unstructured":"Giorgio Patrini Richard Nock Paul Rivera and Tiberio Caetano. 2014. (Almost) no label no cry. In NIPS. 190--198.  Giorgio Patrini Richard Nock Paul Rivera and Tiberio Caetano. 2014. (Almost) no label no cry. In NIPS. 190--198."},{"key":"e_1_3_2_2_17_1","unstructured":"Stefanos Poulis and Sanjoy Dasgupta. 2017. Learning with feature feedback: from theory to practice. In Artificial Intelligence and Statistics. 1104--1113.  Stefanos Poulis and Sanjoy Dasgupta. 2017. Learning with feature feedback: from theory to practice. In Artificial Intelligence and Statistics. 1104--1113."},{"key":"e_1_3_2_2_18_1","first-page":"2349","article-title":"Estimating labels from label proportions","author":"Quadrianto Novi","year":"2009","unstructured":"Novi Quadrianto , Alex J Smola , Tiberio S Caetano , and Quoc V Le . 2009 . Estimating labels from label proportions . Journal of Machine Learning Research 10 , Oct (2009), 2349 -- 2374 . Novi Quadrianto, Alex J Smola, Tiberio S Caetano, and Quoc V Le. 2009. Estimating labels from label proportions. Journal of Machine Learning Research 10, Oct (2009), 2349--2374.","journal-title":"Journal of Machine Learning Research 10"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020559"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/3104322.3104438"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/3019233"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.3115\/1613715.1613855"},{"key":"e_1_3_2_2_23_1","unstructured":"Burr Settles Mark Craven and Soumya Ray. 2008. Multiple-instance active learning. In Advances in neural information processing systems. 1289--1296.  Burr Settles Mark Craven and Soumya Ray. 2008. Multiple-instance active learning. In Advances in neural information processing systems. 1289--1296."},{"key":"e_1_3_2_2_24_1","volume-title":"Conference on Learning Theory. 376--397","author":"Urner Ruth","year":"2013","unstructured":"Ruth Urner , Sharon Wulff , and Shai Ben-David . 2013 . PLAL: Cluster-based active learning . In Conference on Learning Theory. 376--397 . Ruth Urner, Sharon Wulff, and Shai Ben-David. 2013. PLAL: Cluster-based active learning. In Conference on Learning Theory. 376--397."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2641190.2641198"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974973.4"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015589"},{"key":"e_1_3_2_2_28_1","unstructured":"Felix Yu Dong Liu Sanjiv Kumar Jebara Tony and Shih-Fu Chang. 2013. \u221d SVM for Learning with Label Proportions. In ICML. 504--512.  Felix Yu Dong Liu Sanjiv Kumar Jebara Tony and Shih-Fu Chang. 2013. \u221d SVM for Learning with Label Proportions. In ICML. 504--512."},{"key":"e_1_3_2_2_29_1","volume-title":"On learning from label proportions. arXiv preprint arXiv:1402.5902","author":"Yu Felix X","year":"2014","unstructured":"Felix X Yu , Krzysztof Choromanski , Sanjiv Kumar , Tony Jebara , and Shih-Fu Chang . 2014. On learning from label proportions. arXiv preprint arXiv:1402.5902 ( 2014 ). Felix X Yu, Krzysztof Choromanski, Sanjiv Kumar, Tony Jebara, and Shih-Fu Chang. 2014. On learning from label proportions. arXiv preprint arXiv:1402.5902 (2014)."}],"event":{"name":"CIKM '20: The 29th ACM International Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Virtual Event Ireland","acronym":"CIKM '20"},"container-title":["Proceedings of the 29th ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340531.3412022","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3340531.3412022","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:29Z","timestamp":1750197749000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340531.3412022"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,19]]},"references-count":29,"alternative-id":["10.1145\/3340531.3412022","10.1145\/3340531"],"URL":"https:\/\/doi.org\/10.1145\/3340531.3412022","relation":{},"subject":[],"published":{"date-parts":[[2020,10,19]]},"assertion":[{"value":"2020-10-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}