{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T23:15:46Z","timestamp":1771024546613,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2011,8,21]],"date-time":"2011-08-21T00:00:00Z","timestamp":1313884800000},"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":[[2011,8,21]]},"DOI":"10.1145\/2020408.2020444","type":"proceedings-article","created":{"date-parts":[[2011,8,31]],"date-time":"2011-08-31T15:22:45Z","timestamp":1314804165000},"page":"195-203","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":50,"title":["Unbiased online active learning in data streams"],"prefix":"10.1145","author":[{"given":"Wei","family":"Chu","sequence":"first","affiliation":[{"name":"Microsoft, Redmond, USA"}]},{"given":"Martin","family":"Zinkevich","sequence":"additional","affiliation":[{"name":"Yahoo! Labs, Sunnyvale, USA"}]},{"given":"Lihong","family":"Li","sequence":"additional","affiliation":[{"name":"Yahoo! Labs, Sunnyvale, USA"}]},{"given":"Achint","family":"Thomas","sequence":"additional","affiliation":[{"name":"Yahoo! Labs, Sunnyvale, USA"}]},{"given":"Belle","family":"Tseng","sequence":"additional","affiliation":[{"name":"Yahoo! Labs, Sunnyvale, USA"}]}],"member":"320","published-online":{"date-parts":[[2011,8,21]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143853"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553381"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1744-7348.1935.tb07713.x"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248591"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022673506211"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.5555\/1622737.1622744"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/3091622.3091641"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007330508534"},{"key":"e_1_3_2_1_9_1","first-page":"13","volume-title":"Proceedings of the Twenty-Seventh International Conference on Machine Learning (ICML-10)","author":"Graepel T.","year":"2010","unstructured":"T. Graepel , J. Q. Candela , T. Borchert , and R. Herbrich . Web-scale Bayesian click-through rate prediction for sponsored search advertising in Microsoft's Bing search engine . In Proceedings of the Twenty-Seventh International Conference on Machine Learning (ICML-10) , pages 13 -- 20 , 2010 . T. Graepel, J. Q. Candela, T. Borchert, and R. Herbrich. Web-scale Bayesian click-through rate prediction for sponsored search advertising in Microsoft's Bing search engine. In Proceedings of the Twenty-Seventh International Conference on Machine Learning (ICML-10), pages 13--20, 2010."},{"key":"e_1_3_2_1_10_1","first-page":"823","volume-title":"Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07)","author":"Guo Y.","year":"2007","unstructured":"Y. Guo and R. Greiner . Optimistic active-learning using mutual information . In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07) , pages 823 -- 829 , 2007 . Y. Guo and R. Greiner. Optimistic active-learning using mutual information. In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), pages 823--829, 2007."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5119-5"},{"key":"e_1_3_2_1_12_1","first-page":"609","volume-title":"Advances in Neural Information Processing Systems 15","author":"Lawrence N. D.","year":"2002","unstructured":"N. D. Lawrence , M. Seeger , and R. Herbrich . Fast sparse Gaussian process methods: The informative vector machine. In S. Becker, S. Thrun, and K. Obermayer, editors , Advances in Neural Information Processing Systems 15 , pages 609 -- 616 , 2002 . N. D. Lawrence, M. Seeger, and R. Herbrich. Fast sparse Gaussian process methods: The informative vector machine. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems 15, pages 609--616, 2002."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/188490.188495"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.4.590"},{"key":"e_1_3_2_1_15_1","volume-title":"A family of algorithms for approximate Bayesian inference. Ph.\\textscD. thesis","author":"Minka T. P.","year":"2001","unstructured":"T. P. Minka . A family of algorithms for approximate Bayesian inference. Ph.\\textscD. thesis , Massachusetts Institute of Technology , January 2001 . T. P. Minka. A family of algorithms for approximate Bayesian inference. Ph.\\textscD. thesis, Massachusetts Institute of Technology, January 2001."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1080\/00949659208810398"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/645530.655646"},{"key":"e_1_3_2_1_19_1","first-page":"951","volume-title":"Proceedings of the Twenty-Seventh International Conference on Machine Learning (ICML-10)","author":"Sawade C.","year":"2010","unstructured":"C. Sawade , N. Landwehr , S. Bickel , and T. Scheffer . Active risk estimation . In Proceedings of the Twenty-Seventh International Conference on Machine Learning (ICML-10) , pages 951 -- 958 , 2010 . C. Sawade, N. Landwehr, S. Bickel, and T. Scheffer. Active risk estimation. In Proceedings of the Twenty-Seventh International Conference on Machine Learning (ICML-10), pages 951--958, 2010."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130417"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-3758(02)00410-X"},{"key":"e_1_3_2_1_23_1","first-page":"1191","volume-title":"Proceedings of Seventeenth International Conference on Machine Learning (ICML-00)","author":"Zhang T.","year":"2000","unstructured":"T. Zhang and F. J. Oles . A probability analysis on the value of unlabeled data for classification problems . In Proceedings of Seventeenth International Conference on Machine Learning (ICML-00) , pages 1191 -- 1198 , 2000 . T. Zhang and F. J. Oles. A probability analysis on the value of unlabeled data for classification problems. In Proceedings of Seventeenth International Conference on Machine Learning (ICML-00), pages 1191--1198, 2000."},{"key":"e_1_3_2_1_24_1","first-page":"928","volume-title":"Proceedings of the Twentieth International Conference on Machine Learning (ICML-03)","author":"Zinkevich M.","year":"2003","unstructured":"M. Zinkevich . Online convex programming and generalized infinitesimal gradient ascent . In Proceedings of the Twentieth International Conference on Machine Learning (ICML-03) , pages 928 -- 936 , 2003 . M. Zinkevich. Online convex programming and generalized infinitesimal gradient ascent. In Proceedings of the Twentieth International Conference on Machine Learning (ICML-03), pages 928--936, 2003."}],"event":{"name":"KDD '11: The 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"San Diego California USA","acronym":"KDD '11","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2020408.2020444","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2020408.2020444","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T09:48:15Z","timestamp":1750240095000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2020408.2020444"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,8,21]]},"references-count":22,"alternative-id":["10.1145\/2020408.2020444","10.1145\/2020408"],"URL":"https:\/\/doi.org\/10.1145\/2020408.2020444","relation":{},"subject":[],"published":{"date-parts":[[2011,8,21]]},"assertion":[{"value":"2011-08-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}