{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T16:26:59Z","timestamp":1772296019348,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":18,"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"}],"funder":[{"DOI":"10.13039\/501100003977","name":"Israel Science Foundation","doi-asserted-by":"publisher","award":["890015"],"award-info":[{"award-number":["890015"]}],"id":[{"id":"10.13039\/501100003977","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2009,6,14]]},"DOI":"10.1145\/1553374.1553524","type":"proceedings-article","created":{"date-parts":[[2009,6,16]],"date-time":"2009-06-16T13:34:36Z","timestamp":1245159276000},"page":"1177-1184","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":42,"title":["Piecewise-stationary bandit problems with side observations"],"prefix":"10.1145","author":[{"given":"Jia Yuan","family":"Yu","sequence":"first","affiliation":[{"name":"McGill University, Montr\u00e9al, Qu\u00e9bec, Canada"}]},{"given":"Shie","family":"Mannor","sequence":"additional","affiliation":[{"name":"McGill University, Montr\u00e9al, Qu\u00e9bec, Canada"}]}],"member":"320","published-online":{"date-parts":[[2009,6,14]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Akakpo N. (2008). Detecting change-points in a discrete distribution via model selection. Preprint. http:\/\/arxiv.org\/abs\/0801.0970.  Akakpo N. (2008). Detecting change-points in a discrete distribution via model selection. Preprint. http:\/\/arxiv.org\/abs\/0801.0970."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013689704352"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539701398375"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"Cesa-Bianchi N. & Lugosi G. (2006). Prediction learning and games. Cambridge University Press.   Cesa-Bianchi N. & Lugosi G. (2006). Prediction learning and games . Cambridge University Press.","DOI":"10.1017\/CBO9780511546921"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248586"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Fuh C. D. (2004). Asymptotic operating characteristics of an optimal change point detection in hidden Markov models. Ann. Statist. 2305--2339.  Fuh C. D. (2004). Asymptotic operating characteristics of an optimal change point detection in hidden Markov models. Ann. Statist. 2305--2339.","DOI":"10.1214\/009053604000000580"},{"key":"e_1_3_2_1_7_1","unstructured":"Garivier A. & Moulines E. (2008). On upper-confidence bound policies for non-stationary bandit problems. Preprint. http:\/\/arxiv.org\/abs\/0805. 3415.  Garivier A. & Moulines E. (2008). On upper-confidence bound policies for non-stationary bandit problems. Preprint. http:\/\/arxiv.org\/abs\/0805. 3415."},{"key":"e_1_3_2_1_8_1","unstructured":"Hartland C. Gelly S. Baskiotis N. Teytaud O. & Sebag M. (2006). Multi-armed bandit dynamic environments and meta-bandits. Preprint. http:\/\/hal.archives-ouvertes.fr\/hal-00113668\/en\/.  Hartland C. Gelly S. Baskiotis N. Teytaud O. & Sebag M. (2006). Multi-armed bandit dynamic environments and meta-bandits. Preprint. http:\/\/hal.archives-ouvertes.fr\/hal-00113668\/en\/."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007424614876"},{"key":"e_1_3_2_1_10_1","volume-title":"Discounted-UCB. 2nd PASCAL Challenges Workshop.","author":"Kocsis L.","year":"2006"},{"key":"e_1_3_2_1_11_1","first-page":"303","article-title":"Sequential analysis: some classical problems and new challenges","volume":"11","author":"Lai T. L.","year":"2001","journal-title":"Statistica Sinica"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/0196-8858(85)90002-8"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1006\/inco.1994.1009"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177693055"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1214\/009053605000000859"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/41.1-2.100"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176350373"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1137\/1108002"}],"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\/1553374.1553524","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1553374.1553524","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:29:39Z","timestamp":1750253379000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1553374.1553524"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6,14]]},"references-count":18,"alternative-id":["10.1145\/1553374.1553524","10.1145\/1553374"],"URL":"https:\/\/doi.org\/10.1145\/1553374.1553524","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"}}]}}