{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T18:54:20Z","timestamp":1776884060501,"version":"3.51.2"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,4,14]]},"DOI":"10.1109\/icassp48485.2024.10447590","type":"proceedings-article","created":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T18:56:31Z","timestamp":1710788191000},"page":"7790-7794","source":"Crossref","is-referenced-by-count":1,"title":["Non-Stationary Bandits with Periodic Behavior: Harnessing Ramanujan Periodicity Transforms to Conquer Time-Varying Challenges"],"prefix":"10.1109","author":[{"given":"Parth","family":"Thaker","sequence":"first","affiliation":[{"name":"Arizona State University,ECEE"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vineet","family":"Gattani","sequence":"additional","affiliation":[{"name":"Arizona State University,ECEE"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vignesh","family":"Tirukkonda","sequence":"additional","affiliation":[{"name":"Arizona State University,ECEE"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pouria","family":"Saidi","sequence":"additional","affiliation":[{"name":"Arizona State University,ECEE"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gautam","family":"Dasarathy","sequence":"additional","affiliation":[{"name":"Arizona State University,ECEE"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000068"},{"key":"ref2","article-title":"The epoch-greedy algorithm for multi-armed bandits with side information","volume":"20","author":"Langford","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"ref3","article-title":"Improved algorithms for linear stochastic bandits","volume-title":"Advances in Neural Information Processing Systems","volume":"24","author":"Abbasi-yadkori"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1287\/stsy.2019.0033"},{"key":"ref5","article-title":"On upper-confidence bound policies for non-stationary bandit problems","author":"Garivier","year":"2008"},{"key":"ref6","first-page":"343","article-title":"Adapting to a changing environment: the Brownian restless bandits","author":"Slivkins","year":"2008","journal-title":"COLT"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.annals.2019.102747"},{"key":"ref8","article-title":"A linear bandit for seasonal environments","author":"Benedetto","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86486-6_4"},{"key":"ref10","first-page":"4542","article-title":"Regime switching bandits","volume":"34","author":"Zhou","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","article-title":"Dynamic bandits with an auto-regressive temporal structure","author":"Chen","year":"2023"},{"key":"ref12","article-title":"Periodic-gp: Learning periodic world with gaussian process bandits","author":"Cai","year":"2021"},{"key":"ref13","article-title":"Learning and optimization with seasonal patterns","author":"Chen","year":"2020","journal-title":"CoRR"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2434318"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2331617"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab123a"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2016.7527160"},{"issue":"13","key":"ref18","first-page":"259","article-title":"On certain trigonometrical sums and their applications in the theory of numbers","author":"Ramanujan","year":"1918","journal-title":"Trans. Cambridge Philosoph. Soc"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.4286571"},{"key":"ref20","first-page":"266","article-title":"Bandit convex optimization: $\\sqrt T $ regret in one dimension","volume-title":"in Conference on Learning Theory","author":"Bubeck"},{"key":"ref21","article-title":"Nearly dimension-independent sparse linear bandit over small action spaces via best subset selection","author":"Wang","year":"2020"}],"event":{"name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Seoul, Korea, Republic of","start":{"date-parts":[[2024,4,14]]},"end":{"date-parts":[[2024,4,19]]}},"container-title":["ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10445798\/10445803\/10447590.pdf?arnumber=10447590","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,2]],"date-time":"2024-08-02T05:51:05Z","timestamp":1722577865000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10447590\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,14]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/icassp48485.2024.10447590","relation":{},"subject":[],"published":{"date-parts":[[2024,4,14]]}}}