{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T07:08:05Z","timestamp":1766732885634,"version":"3.37.3"},"reference-count":27,"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\/100008047","name":"Carnegie Mellon University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100008047","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\/icassp48485.2024.10447382","type":"proceedings-article","created":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T18:56:31Z","timestamp":1710788191000},"page":"13241-13245","source":"Crossref","is-referenced-by-count":3,"title":["Communication-Efficient Federated Optimization over Semi-Decentralized Networks"],"prefix":"10.1109","author":[{"given":"He","family":"Wang","sequence":"first","affiliation":[{"name":"Carnegie Mellon University,Department of Electrical and Computer Engineering"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuejie","family":"Chi","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University,Department of Electrical and Computer Engineering"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/984622.984626"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2014.2309751"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2219061"},{"key":"ref4","first-page":"1791","article-title":"Accelerating gossip SGD with periodic global averaging","volume-title":"International Conference on Machine Learning","author":"Chen"},{"article-title":"Accelerating adaptive federated optimization with local gossip communications","volume-title":"Workshop on Federated Learning: Recent Advances and New Challenges (in Conjunction with NeurIPS 2022)","author":"Wang","key":"ref5"},{"article-title":"Hybrid local SGD for federated learning with heterogeneous communications","volume-title":"International Conference on Learning Representations","author":"Guo","key":"ref6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2021-Fall52928.2021.9625336"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2021.106795"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.10.021"},{"key":"ref10","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2017","journal-title":"Artificial intelligence and statistics"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2016.2524588"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/16m1084316"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2017.2698261"},{"issue":"1","key":"ref15","first-page":"7331","article-title":"Communication-efficient distributed optimization in networks with gradient tracking and variance reduction","volume":"21","author":"Li","year":"2020","journal-title":"The Journal of Machine Learning Research"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-020-01487-0"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/10556788.2024.2322095"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/cdc49753.2023.10383768"},{"key":"ref19","article-title":"An improved analysis of gradient tracking for decentralized machine learning","author":"Koloskova","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref20","article-title":"BEER: Fast O(1\/T) rate for decentralized nonconvex optimization with communication compression","author":"Zhao","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/icassp48485.2024.10447382"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2817461"},{"key":"ref23","first-page":"2406","article-title":"SpiderBoost and momentum: Faster variance reduction algorithms","author":"Wang","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysconle.2004.02.022"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/21M1450677"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"}],"event":{"name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2024,4,14]]},"location":"Seoul, Korea, Republic of","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\/10447382.pdf?arnumber=10447382","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,2]],"date-time":"2024-08-02T05:37:17Z","timestamp":1722577037000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10447382\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,14]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/icassp48485.2024.10447382","relation":{},"subject":[],"published":{"date-parts":[[2024,4,14]]}}}