{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T21:53:51Z","timestamp":1782856431258,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T00:00:00Z","timestamp":1557705600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,5,13]]},"DOI":"10.1145\/3308558.3313649","type":"proceedings-article","created":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T12:17:59Z","timestamp":1557749879000},"page":"751-761","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["Bayesian Exploration with Heterogeneous Agents"],"prefix":"10.1145","author":[{"given":"Nicole","family":"Immorlica","sequence":"first","affiliation":[{"name":"Microsoft, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jieming","family":"Mao","sequence":"additional","affiliation":[{"name":"University of Pennsylvania, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aleksandrs","family":"Slivkins","sequence":"additional","affiliation":[{"name":"Microsoft, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhiwei Steven","family":"Wu","sequence":"additional","affiliation":[{"name":"University of Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,5,13]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"26th Advances in Neural Information Processing Systems (NIPS). 1169-1177.","author":"Amin Kareem","unstructured":"Kareem Amin , Afshin Rostamizadeh , and Umar Syed . 2013. Learning Prices for Repeated Auctions with Strategic Buyers . In 26th Advances in Neural Information Processing Systems (NIPS). 1169-1177. Kareem Amin, Afshin Rostamizadeh, and Umar Syed. 2013. Learning Prices for Repeated Auctions with Strategic Buyers. In 26th Advances in Neural Information Processing Systems (NIPS). 1169-1177."},{"key":"e_1_3_2_1_2_1","volume-title":"27th Advances in Neural Information Processing Systems (NIPS). 622-630.","author":"Amin Kareem","unstructured":"Kareem Amin , Afshin Rostamizadeh , and Umar Syed . 2014. Repeated Contextual Auctions with Strategic Buyers . In 27th Advances in Neural Information Processing Systems (NIPS). 622-630. Kareem Amin, Afshin Rostamizadeh, and Umar Syed. 2014. Repeated Contextual Auctions with Strategic Buyers. In 27th Advances in Neural Information Processing Systems (NIPS). 622-630."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2724705"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1137\/120878768"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3164539"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2940716.2940719"},{"key":"e_1_3_2_1_7_1","unstructured":"Hamsa Bastani Mohsen Bayati and Khashayar Khosravi. 2018. Mostly Exploration-Free Algorithms for Contextual Bandits. CoRR arXiv:1704.09011(2018). Working paper.  Hamsa Bastani Mohsen Bayati and Khashayar Khosravi. 2018. Mostly Exploration-Free Algorithms for Contextual Bandits. CoRR arXiv:1704.09011(2018). Working paper."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/9780470400531.eorms0270"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1080.0640"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2016.2697"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/1468-0262.00022"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219166.3219233"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1561\/9781601986276"},{"key":"e_1_3_2_1_14_1","volume-title":"Prediction, learning, and games","author":"Cesa-Bianchi Nicol\u00f2","unstructured":"Nicol\u00f2 Cesa-Bianchi and G\u00e1bor Lugosi . 2006. Prediction, learning, and games . Cambridge Univ. Press . Nicol\u00f2 Cesa-Bianchi and G\u00e1bor Lugosi. 2006. Prediction, learning, and games. Cambridge Univ. Press."},{"key":"e_1_3_2_1_15_1","volume-title":"Optimal design for social learning. Quarterly Journal of Economics(2018). Forthcoming. First published draft","author":"Che Yeon-Koo","year":"2013","unstructured":"Yeon-Koo Che and Johannes H\u00f6rner . 2018. Optimal design for social learning. Quarterly Journal of Economics(2018). Forthcoming. First published draft : 2013 . Yeon-Koo Che and Johannes H\u00f6rner. 2018. Optimal design for social learning. Quarterly Journal of Economics(2018). Forthcoming. First published draft: 2013."},{"key":"e_1_3_2_1_16_1","volume-title":"Conf. on Learning Theory (COLT). 798-818","author":"Chen Bangrui","year":"2018","unstructured":"Bangrui Chen , Peter I. Frazier , and David Kempe . 2018 . Incentivizing Exploration by Heterogeneous Users . In Conf. on Learning Theory (COLT). 798-818 . Bangrui Chen, Peter I. Frazier, and David Kempe. 2018. Incentivizing Exploration by Heterogeneous Users. In Conf. on Learning Theory (COLT). 798-818."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"I. Csiszar and J. K\u00f6rner. 2011. Information theory: coding theorems for discrete memoryless systems. Cambridge University Press.   I. Csiszar and J. K\u00f6rner. 2011. Information theory: coding theorems for discrete memoryless systems. Cambridge University Press.","DOI":"10.1017\/CBO9780511921889"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1566374.1566388"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2600057.2602897"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2422436.2422465"},{"key":"e_1_3_2_1_21_1","volume-title":"Multi-Armed Bandit Allocation Indices","author":"Gittins John","unstructured":"John Gittins , Kevin Glazebrook , and Richard Weber . 2011. Multi-Armed Bandit Allocation Indices . John Wiley & Sons . John Gittins, Kevin Glazebrook, and Richard Weber. 2011. Multi-Armed Bandit Allocation Indices. John Wiley & Sons."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.5555\/3013558.3013568"},{"key":"e_1_3_2_1_23_1","unstructured":"Nicole Immorlica Jieming Mao Aleksandrs Slivkins and Steven Wu. 2018. Incentivizing Exploration with Unbiased History. Under submission available at https:\/\/arxiv.org\/abs\/1811.06026.  Nicole Immorlica Jieming Mao Aleksandrs Slivkins and Steven Wu. 2018. Incentivizing Exploration with Unbiased History. Under submission available at https:\/\/arxiv.org\/abs\/1811.06026."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1257\/aer.101.6.2590"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3033274.3085154"},{"key":"e_1_3_2_1_26_1","unstructured":"Sampath Kannan Jamie Morgenstern Aaron Roth Bo Waggoner and Zhiwei Steven Wu. 2018. A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem. In Advances in Neural Information Processing Systems (NIPS).   Sampath Kannan Jamie Morgenstern Aaron Roth Bo Waggoner and Zhiwei Steven Wu. 2018. A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem. In Advances in Neural Information Processing Systems (NIPS)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0262.2005.00564.x"},{"key":"e_1_3_2_1_28_1","volume-title":"IEEE Symp. on Foundations of Computer Science (FOCS).","author":"Robert","unstructured":"Robert D. Kleinberg and Frank T. Leighton. 2003. The Value of Knowing a Demand Curve: Bounds on Regret for Online Posted-Price Auctions . In IEEE Symp. on Foundations of Computer Science (FOCS). Robert D. Kleinberg and Frank T. Leighton. 2003. The Value of Knowing a Demand Curve: Bounds on Regret for Online Posted-Price Auctions. In IEEE Symp. on Foundations of Computer Science (FOCS)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2940716.2940760"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1086\/676597"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219166.3219210"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219166.3219214"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2764468.2764508"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2940716.2940755"},{"key":"e_1_3_2_1_35_1","volume-title":"9th Innovations in Theoretical Computer Science Conf. (ITCS).","author":"Mansour Yishay","year":"2018","unstructured":"Yishay Mansour , Aleksandrs Slivkins , and Steven Wu . 2018 . Competing Bandits: Learning under Competition . In 9th Innovations in Theoretical Computer Science Conf. (ITCS). Yishay Mansour, Aleksandrs Slivkins, and Steven Wu. 2018. Competing Bandits: Learning under Competition. In 9th Innovations in Theoretical Computer Science Conf. (ITCS)."},{"key":"e_1_3_2_1_36_1","volume-title":"The Externalities of Exploration and How Data Diversity Helps Exploitation. In Conf. on Learning Theory (COLT). 1724-1738","author":"Raghavan Manish","year":"2018","unstructured":"Manish Raghavan , Aleksandrs Slivkins , Jennifer Wortman Vaughan , and Zhiwei Steven Wu . 2018 . The Externalities of Exploration and How Data Diversity Helps Exploitation. In Conf. on Learning Theory (COLT). 1724-1738 . Manish Raghavan, Aleksandrs Slivkins, Jennifer Wortman Vaughan, and Zhiwei Steven Wu. 2018. The Externalities of Exploration and How Data Diversity Helps Exploitation. In Conf. on Learning Theory (COLT). 1724-1738."},{"key":"e_1_3_2_1_37_1","volume-title":"Human Interaction with Recommendation Systems. In Intl. Conf. on Artificial Intelligence and Statistics (AISTATS). 862-870","author":"Schmit Sven","year":"2018","unstructured":"Sven Schmit and Carlos Riquelme . 2018 . Human Interaction with Recommendation Systems. In Intl. Conf. on Artificial Intelligence and Statistics (AISTATS). 862-870 . Sven Schmit and Carlos Riquelme. 2018. Human Interaction with Recommendation Systems. In Intl. Conf. on Artificial Intelligence and Statistics (AISTATS). 862-870."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488490"}],"event":{"name":"WWW '19: The Web Conference","location":"San Francisco CA USA","acronym":"WWW '19","sponsor":["IW3C2 International World Wide Web Conference Committee"]},"container-title":["The World Wide Web Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313649","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3308558.3313649","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:53:30Z","timestamp":1750204410000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313649"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,13]]},"references-count":38,"alternative-id":["10.1145\/3308558.3313649","10.1145\/3308558"],"URL":"https:\/\/doi.org\/10.1145\/3308558.3313649","relation":{},"subject":[],"published":{"date-parts":[[2019,5,13]]},"assertion":[{"value":"2019-05-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}