{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:13:48Z","timestamp":1730200428330,"version":"3.28.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12,10]]},"DOI":"10.1109\/bigdata50022.2020.9378251","type":"proceedings-article","created":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T17:10:21Z","timestamp":1616173821000},"page":"1654-1662","source":"Crossref","is-referenced-by-count":1,"title":["Dynamic Creative Optimization in Verizon Media Native Advertising"],"prefix":"10.1109","author":[{"given":"Yair","family":"Koren","sequence":"first","affiliation":[]},{"given":"Oren","family":"Somekh","sequence":"additional","affiliation":[]},{"given":"Avi","family":"Shahar","sequence":"additional","affiliation":[]},{"given":"Anna","family":"Itzhaki","sequence":"additional","affiliation":[]},{"given":"Tal","family":"Cohen","sequence":"additional","affiliation":[]},{"given":"Milena","family":"Krasteva","sequence":"additional","affiliation":[]},{"given":"Tomer","family":"Shadi","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1561\/2200000024"},{"key":"ref11","first-page":"273","article-title":"Mortal multi-armed bandits","author":"chakrabarti","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"ref12","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","author":"duchi","year":"2011","journal-title":"The Journal of Machine Learning Research"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1257\/aer.97.1.242"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45435-7_18"},{"key":"ref15","first-page":"854","article-title":"Distributed exploration in multi-armed bandits","author":"hillel","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-012-9197-9"},{"key":"ref17","first-page":"1238","article-title":"Almost optimal exploration in multi-armed bandits","author":"karnin","year":"2013","journal-title":"International Conference on Machine Learning"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2187980.2187987"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1145\/1772690.1772758","article-title":"A contextual-bandit approach to personalized news article recommendation","author":"li","year":"2010","journal-title":"Proceedings of the 19th International Conference on World Wide Web"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507221"},{"key":"ref3","first-page":"39","article-title":"Analysis of thompson sampling for the multi-armed bandit problem","author":"agrawal","year":"2012","journal-title":"Conference on Learning Theory"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357801"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054184"},{"key":"ref8","first-page":"13","article-title":"Best arm identification in multi-armed bandits","author":"audibert","year":"2010","journal-title":"COLT-23th Conference on Learning Theory-2010"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330740"},{"key":"ref2","first-page":"17","article-title":"Online models for content optimization","author":"agarwal","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"ref9","first-page":"199","article-title":"Stochastic multi-armed-bandit problem with non-stationary rewards","author":"besbes","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-77105-0_57"},{"key":"ref20","first-page":"399","article-title":"Ranked bandits in metric spaces: learning diverse rankings over large document collections","volume":"14","author":"slivkins","year":"2013","journal-title":"Journal of Machine Learning Research"},{"journal-title":"Reinforcement Learning An Introduction","year":"2018","author":"sutton","key":"ref22"},{"key":"ref21","first-page":"343","article-title":"Adapting to a changing environment: the brownian restless bandits","author":"slivkins","year":"2008","journal-title":"COLT"},{"journal-title":"Student&#x2019;s t-distribution &#x2014; Wikipedia the Free Encyclopedia","year":"2019","author":"contributors","key":"ref24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/2332510"},{"journal-title":"Welch&#x2019;s t-test &#x2014; Wikipedia the Free En-cyclopedia","year":"2019","key":"ref25"}],"event":{"name":"2020 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2020,12,10]]},"location":"Atlanta, GA, USA","end":{"date-parts":[[2020,12,13]]}},"container-title":["2020 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9377717\/9377728\/09378251.pdf?arnumber=9378251","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T11:47:25Z","timestamp":1656330445000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9378251\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,10]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/bigdata50022.2020.9378251","relation":{},"subject":[],"published":{"date-parts":[[2020,12,10]]}}}