{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:42:11Z","timestamp":1773376931387,"version":"3.50.1"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"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":[[2025,6,22]]},"DOI":"10.1109\/isit63088.2025.11195680","type":"proceedings-article","created":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T17:48:08Z","timestamp":1760982488000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Deep Randomized Distributed Function Computation (DeepRDFC): Neural Distributed Channel Simulation"],"prefix":"10.1109","author":[{"given":"Didrik","family":"Bergstr\u00f6m","sequence":"first","affiliation":[{"name":"Information Theory and Security Laboratory (ITSL), Linköping University,Sweden"}]},{"given":"Onur","family":"G\u00fcnl\u00fc","sequence":"additional","affiliation":[{"name":"Information Theory and Security Laboratory (ITSL), Linköping University,Sweden"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3223408"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/JCIN.2021.9663101"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MBITS.2023.3322667"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/0471219282.eot142"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511921889"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1962.1057738"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS61860.2024.10810724"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT63088.2025.11195669"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/eucnc\/6gsummit63408.2025.11037206"},{"key":"ref10","article-title":"Minimal random code learning: Getting bits back from compressed model parameters","volume-title":"Int. Conf. Learn. Representations (ICLR)","author":"Havasi","year":"2019"},{"key":"ref11","article-title":"Compressing images by encoding their latent representations with relative entropy coding","author":"Flamich","year":"2020","journal-title":"Adv. Neural Informat. Process. Syst. (NeurIPS)"},{"key":"ref12","article-title":"Adaptive compression in federated learning via side information","volume-title":"Int. Conf. Artificial Intell. Stat. (AISTATS)","author":"Isik","year":"2024"},{"key":"ref13","article-title":"Universally quantized neural compression","author":"Agustsson","year":"2020","journal-title":"Adv. Neural Informat. Process. Syst. (NeurIPS)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT57864.2024.10619181"},{"key":"ref15","article-title":"On the advantages of stochastic encoders","volume-title":"Neural Compression: From Inf. Theory to Applications - Workshop @ ICLR 2021","author":"Theis","year":"2021"},{"key":"ref16","article-title":"Rethinking lossy compression: The rate-distortion-perception tradeoff","volume-title":"Int. Conf. Mach. Learn. (ICML)","author":"Blau","year":"2019"},{"key":"ref17","article-title":"Optimal compression of locally differentially private mechanisms","volume-title":"Int. Conf. Artificial Intell. Stat. (AISTATS)","author":"Shah","year":"2022"},{"key":"ref18","article-title":"Compression with exact error distribution for federated learning","volume-title":"Int. Conf. Artificial Intell. Stat. (AISTATS)","author":"Hegazy","year":"2024"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2279330"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2002.802612"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.889015"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2034824"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT45174.2021.9517982"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053107"},{"key":"ref25","article-title":"Polar codes for channel simulation","volume-title":"Workshop Mach. Learn. Compression (NeurIPS)","author":"Sriramu","year":"2024"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2018.2817519"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1975.1055346"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139030687"},{"key":"ref31","volume-title":"Reducelronplateau","year":"2024"},{"key":"ref32","article-title":"Neural discrete representation learning","volume":"30","author":"Van Den Oord","year":"2017","journal-title":"Adv. Neural Informat. Process. Syst. (NIPS)"},{"key":"ref33","volume-title":"Vector-quantized variational autoencoders","author":"Paul","year":"2024"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC55385.2023.10118867"}],"event":{"name":"2025 IEEE International Symposium on Information Theory (ISIT)","location":"Ann Arbor, MI, USA","start":{"date-parts":[[2025,6,22]]},"end":{"date-parts":[[2025,6,27]]}},"container-title":["2025 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11195206\/11195207\/11195680.pdf?arnumber=11195680","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:29:25Z","timestamp":1773347365000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11195680\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,22]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/isit63088.2025.11195680","relation":{},"subject":[],"published":{"date-parts":[[2025,6,22]]}}}