{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T23:06:05Z","timestamp":1774479965758,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":17,"publisher":"ACM","license":[{"start":{"date-parts":[[2009,6,14]],"date-time":"2009-06-14T00:00:00Z","timestamp":1244937600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2009,6,14]]},"DOI":"10.1145\/1553374.1553381","type":"proceedings-article","created":{"date-parts":[[2009,6,16]],"date-time":"2009-06-16T13:34:36Z","timestamp":1245159276000},"page":"49-56","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":113,"title":["Importance weighted active learning"],"prefix":"10.1145","author":[{"given":"Alina","family":"Beygelzimer","sequence":"first","affiliation":[{"name":"IBM Research, Hawthorne, NY"}]},{"given":"Sanjoy","family":"Dasgupta","sequence":"additional","affiliation":[{"name":"University of California, San Diego, La Jolla, CA"}]},{"given":"John","family":"Langford","sequence":"additional","affiliation":[{"name":"Yahoo! Research, New York, NY"}]}],"member":"320","published-online":{"date-parts":[[2009,6,14]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the International Conference on Machine Learning (pp. 1--9).","author":"Abe N.","year":"1998","unstructured":"Abe , N. , & Mamitsuka , H. ( 1998 ). Query learning strategies using boosting and bagging . Proceedings of the International Conference on Machine Learning (pp. 1--9). Abe, N., & Mamitsuka, H. (1998). Query learning strategies using boosting and bagging. Proceedings of the International Conference on Machine Learning (pp. 1--9)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.2748\/tmj\/1178243286"},{"key":"e_1_3_2_1_3_1","volume-title":"Advances in neural information processing systems 19","author":"Bach F.","year":"2007","unstructured":"Bach , F. ( 2007 ). Active learning for misspecified generalized linear models . In Advances in neural information processing systems 19 . Cambridge, MA : MIT Press . Bach, F. (2007). Active learning for misspecified generalized linear models. In Advances in neural information processing systems 19. Cambridge, MA: MIT Press."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143853"},{"key":"e_1_3_2_1_5_1","volume-title":"Importance weighted active learning. arXiv:0812.4952v2 {cs.LG}","author":"Beygelzimer A.","year":"2008","unstructured":"Beygelzimer , A. , Dasgupta , S. , & Langford , J. ( 2008 ). Importance weighted active learning. arXiv:0812.4952v2 {cs.LG} . Beygelzimer, A., Dasgupta, S., & Langford, J. (2008). Importance weighted active learning. arXiv:0812.4952v2 {cs.LG}."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511804441","volume-title":"Convex optimization","author":"Boyd S.","year":"2004","unstructured":"Boyd , S. , & Vandenberghe , L. ( 2004 ). Convex optimization . Cambridge University Press . Boyd, S., & Vandenberghe, L. (2004). Convex optimization. Cambridge University Press."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022673506211"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390183"},{"key":"e_1_3_2_1_9_1","volume-title":"Advances in neural information processing systems","author":"Dasgupta S.","year":"2008","unstructured":"Dasgupta , S. , Hsu , D. , & Monteleoni , C. ( 2008 ). A general agnostic active learning algorithm . In Advances in neural information processing systems , vol. 20 , 353--360. Dasgupta, S., Hsu, D., & Monteleoni, C. (2008). A general agnostic active learning algorithm. In Advances in neural information processing systems, vol. 20, 353--360."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/11503415_17"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0711-5","volume-title":"A probabilistic theory of pattern recognition","author":"Devroye L.","year":"1996","unstructured":"Devroye , L. , Gyorfi , L. , & Lugosi , G. ( 1996 ). A probabilistic theory of pattern recognition . Springer . Devroye, L., Gyorfi, L., & Lugosi, G. (1996). A probabilistic theory of pattern recognition. Springer."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273541"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/11894841_9"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.5555\/1046920.1058111"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176995801"},{"key":"e_1_3_2_1_16_1","volume-title":"Advances in neural information processing systems","author":"Sugiyama M.","year":"2006","unstructured":"Sugiyama , M. ( 2006 ). Active learning for misspecified models . In Advances in neural information processing systems , vol. 18 , 1305--1312. Cambridge, MA : MIT Press . Sugiyama, M. (2006). Active learning for misspecified models. In Advances in neural information processing systems, vol. 18, 1305--1312. Cambridge, MA: MIT Press."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.5555\/951949.952181"}],"event":{"name":"ICML '09: The 26th Annual International Conference on Machine Learning held in conjunction with the 2007 International Conference on Inductive Logic Programming","location":"Montreal Quebec Canada","acronym":"ICML '09","sponsor":["NSF","Microsoft Research Microsoft Research","MITACS"]},"container-title":["Proceedings of the 26th Annual International Conference on Machine Learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1553374.1553381","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1553374.1553381","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:29:34Z","timestamp":1750253374000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1553374.1553381"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6,14]]},"references-count":17,"alternative-id":["10.1145\/1553374.1553381","10.1145\/1553374"],"URL":"https:\/\/doi.org\/10.1145\/1553374.1553381","relation":{},"subject":[],"published":{"date-parts":[[2009,6,14]]},"assertion":[{"value":"2009-06-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}