{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T17:28:18Z","timestamp":1730222898940,"version":"3.28.0"},"reference-count":14,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,4]],"date-time":"2023-12-04T00:00:00Z","timestamp":1701648000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,4]],"date-time":"2023-12-04T00:00:00Z","timestamp":1701648000000},"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":[[2023,12,4]]},"DOI":"10.1109\/gcwkshps58843.2023.10464660","type":"proceedings-article","created":{"date-parts":[[2024,3,21]],"date-time":"2024-03-21T17:52:58Z","timestamp":1711043578000},"page":"914-919","source":"Crossref","is-referenced-by-count":0,"title":["Lossy Lempel-Ziv Coding for Federated Learning"],"prefix":"10.1109","author":[{"given":"Huiru","family":"Zhong","sequence":"first","affiliation":[{"name":"ShanghaiTech University,Shanghai,China"}]},{"given":"Kai","family":"Liang","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,Shanghai,China"}]},{"given":"Youlong","family":"Wu","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,Shanghai,China"}]}],"member":"263","reference":[{"key":"ref1","volume":"abs\/1602.05629","author":"McMahan","year":"2016","journal-title":"Federated learning of deep networks using model averaging"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1561\/9781680837896"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1045"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944481"},{"key":"ref5","first-page":"560","article-title":"signSGD: Compressed optimisation for non-convex problems","volume-title":"Proceedings of the 35th International Conference on Machine Learning, ser. Proceedings of Machine Learning Research","author":"Bernstein"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2014-274"},{"key":"ref7","article-title":"QSGD: Communication-efficient SGD via gradient quantization and encoding","volume-title":"NIPS","author":"Alistarh","year":"2016"},{"volume-title":"Distributed variance reduction with optimal communication","year":"2020","author":"Davies","key":"ref8"},{"key":"ref9","article-title":"Wyner-ziv estimators: Efficient distributed mean estimation with side information","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Mayekar","year":"2020"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT45174.2021.9517948"},{"key":"ref11","volume":"abs\/2111.08277","author":"Liang","year":"2021","journal-title":"Wyner-ziv gradient compression for federated learning"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1976.1055508"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2572683"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"}],"event":{"name":"2023 IEEE Globecom Workshops (GC Wkshps)","start":{"date-parts":[[2023,12,4]]},"location":"Kuala Lumpur, Malaysia","end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 IEEE Globecom Workshops (GC Wkshps)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10464388\/10464393\/10464660.pdf?arnumber=10464660","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T20:41:01Z","timestamp":1711485661000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10464660\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,4]]},"references-count":14,"URL":"https:\/\/doi.org\/10.1109\/gcwkshps58843.2023.10464660","relation":{},"subject":[],"published":{"date-parts":[[2023,12,4]]}}}