{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T21:16:56Z","timestamp":1765228616213,"version":"3.46.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tsp.2025.3619882","type":"journal-article","created":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T17:42:17Z","timestamp":1760463737000},"page":"4521-4538","source":"Crossref","is-referenced-by-count":0,"title":["Conformal Lyapunov Optimization: Optimal Resource Allocation Under Deterministic Reliability Constraints"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5877-6907","authenticated-orcid":false,"given":"Francesco","family":"Binucci","sequence":"first","affiliation":[{"name":"Consorzio Nazionale Interuniversitario per le Telecomunicazioni (CNIT), Parma, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9898-3209","authenticated-orcid":false,"given":"Osvaldo","family":"Simeone","sequence":"additional","affiliation":[{"name":"King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) Lab, Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0004-6370","authenticated-orcid":false,"given":"Paolo","family":"Banelli","sequence":"additional","affiliation":[{"name":"Department of Engineering, University of Perugia, Perugia, Italy"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/1687-1499-2012-272"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2967502"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2918951"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3075680"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-018-5615-7"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2334709"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-79995-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3066559"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2024.3443731"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2947490"},{"article-title":"A gentle introduction to conformal prediction and distribution-free uncertainty quantification","year":"2021","author":"Angelopoulos","key":"ref12"},{"key":"ref13","article-title":"Achieving risk control in online learning settings","volume":"2023","author":"Feldman","year":"2023","journal-title":"Trans. Mach. Learn. Res."},{"key":"ref14","first-page":"8165","article-title":"Localized adaptive risk control","volume-title":"Adv. Neural Inf. Process. Syst.","volume":"37","author":"Zecchin","year":"2024"},{"issue":"12","key":"ref15","first-page":"371","article-title":"A tutorial on conformal prediction","volume":"9","author":"Shafer","year":"2008","journal-title":"J. Mach. Learn. Res."},{"article-title":"Conformal language modeling","year":"2023","author":"Quach","key":"ref16"},{"article-title":"Conformal prediction with large language models for multi-choice question answering","year":"2023","author":"Kumar","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2013.2283071"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2793850"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2015.2481209"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2817590"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3206885"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2961083"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3382242"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3446722"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3116665"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2956472"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3412852"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.001.2300163"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2023.3275199"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS61526.2024.10639178"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3527155"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3126078"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2024.110517"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMLCN.2023.3319282"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2023.3264939"},{"article-title":"Reliable sub-Nyquist spectrum sensing via conformal risk control","year":"2024","author":"Lee","key":"ref37"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2024.3358615"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2025.3549222"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3362031"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.11205"},{"key":"ref42","first-page":"1660","article-title":"Adaptive conformal inference under distribution shift","volume":"34","author":"Gibbs","year":"2021","journal-title":"Adv. Neural Inf. Process. Syst."},{"article-title":"Conformal risk control","year":"2022","author":"Angelopoulos","key":"ref43"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref45","first-page":"300","article-title":"Adaptive conformal prediction for motion planning among dynamic agents","volume-title":"Proc. Learn. Dyn. Control Conf.","author":"Dixit","year":"2023"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2003.1208724"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01453-z"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"article-title":"\u201cSegmentation models PyTorch.\u201d","year":"2019","author":"Iakubovskii","key":"ref49"},{"article-title":"PyTorch image models","year":"2019","author":"Wightman","key":"ref50"},{"issue":"83","key":"ref51","first-page":"1","article-title":"CVXPY: A Python-embedded modeling language for convex optimization","volume":"17","author":"Diamond","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1080\/23307706.2017.1397554"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2020.2981266"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/78\/10807692\/11203268.pdf?arnumber=11203268","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T18:42:49Z","timestamp":1765219369000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11203268\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/tsp.2025.3619882","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"type":"print","value":"1053-587X"},{"type":"electronic","value":"1941-0476"}],"subject":[],"published":{"date-parts":[[2025]]}}}