{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T09:59:46Z","timestamp":1730195986198,"version":"3.28.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,9,26]],"date-time":"2023-09-26T00:00:00Z","timestamp":1695686400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,26]],"date-time":"2023-09-26T00:00:00Z","timestamp":1695686400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004489","name":"Mitacs","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004489","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,9,26]]},"DOI":"10.1109\/allerton58177.2023.10313432","type":"proceedings-article","created":{"date-parts":[[2023,11,14]],"date-time":"2023-11-14T18:48:25Z","timestamp":1699987705000},"page":"1-8","source":"Crossref","is-referenced-by-count":2,"title":["Near-optimal Differentially Private Client Selection in Federated Settings"],"prefix":"10.1109","author":[{"given":"Syed Eqbal","family":"Alam","sequence":"first","affiliation":[{"name":"University of New Brunswick,Faculty of Engineering,Fredericton,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dhirendra","family":"Shukla","sequence":"additional","affiliation":[{"name":"University of New Brunswick,Faculty of Engineering,Fredericton,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shrisha","family":"Rao","sequence":"additional","affiliation":[{"name":"International Institute of Information Technology,Bangalore,Karnataka,India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proceedings of International Conference on Artificial Intelligence and Statistics","volume":"54","author":"McMahan"},{"article-title":"Federated optimization: Distributed optimization beyond the datacenter","volume-title":"NIPS Workshop on Optimization for Machine Learning","author":"Konecny","key":"ref2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1561\/2200000083"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/11787006_1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1561\/0400000042"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2211046"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0186-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2660267.2660348"},{"key":"ref9","article-title":"Collecting telemetry data privately","author":"Ding","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref10","article-title":"Learning new words","volume-title":"US Patent","author":"Thakurta","year":"2017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2503598"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2307\/2283137"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2013.53"},{"issue":"1","key":"ref14","first-page":"492","article-title":"Extremal mechanisms for local differential privacy","volume":"17","author":"Kairouz","year":"2016","journal-title":"J. Mach. Learn. Res"},{"key":"ref15","article-title":"Using randomized response for differential privacy preserving data collection","volume-title":"Proceedings of the Workshops of the EDBT\/ICDT Joint Conference","volume":"1558","author":"Wang"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2018.8619119"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2855169"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISGT-Europe47291.2020.9248851"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2016.2541298"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2684464.2684480"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1137\/19M127879X"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2013.2283096"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1080\/00207179.2017.1326632"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0493-8"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-41039-1"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/481"},{"key":"ref27","article-title":"On distributed differential privacy and counting distinct elements","author":"Chen","year":"2021","journal-title":"Innovations in Theoretical Computer Science (ITCS)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3283503"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CDC49753.2023.10384067"},{"key":"ref30","article-title":"Communication-efficient distributed multi-resource allocation","volume-title":"Ph.D. dissertation","author":"Alam","year":"2022"},{"article-title":"On the control of agents coupled through shared unit-demand resources","year":"2019","author":"Alam","key":"ref31"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20894"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ISC255366.2022.9921890"},{"key":"ref34","article-title":"A snapshot of the frontiers of client selection in federated learning","author":"N\u00e9meth","year":"2022","journal-title":"Transactions on Machine Learning Research"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2008.27"}],"event":{"name":"2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","start":{"date-parts":[[2023,9,26]]},"location":"Monticello, IL, USA","end":{"date-parts":[[2023,9,29]]}},"container-title":["2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10313338\/10313355\/10313432.pdf?arnumber=10313432","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T16:31:08Z","timestamp":1709397068000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10313432\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,26]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/allerton58177.2023.10313432","relation":{},"subject":[],"published":{"date-parts":[[2023,9,26]]}}}