{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T08:26:50Z","timestamp":1766564810292,"version":"3.48.0"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T00:00:00Z","timestamp":1759708800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T00:00:00Z","timestamp":1759708800000},"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":[[2025,10,6]]},"DOI":"10.1109\/isc266238.2025.11293299","type":"proceedings-article","created":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T18:28:12Z","timestamp":1766514492000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Fairchoice: Balancing Performance and Group Fairness in Federated Learning with Non-IID Data"],"prefix":"10.1109","author":[{"given":"Pasquale","family":"Mocerino","sequence":"first","affiliation":[{"name":"Sapienza University of Rome"}]},{"given":"Daniel M.","family":"Jimenez-Gutierrez","sequence":"additional","affiliation":[{"name":"Sapienza University of Rome"}]},{"given":"Ioannis","family":"Chatzigiannakis","sequence":"additional","affiliation":[{"name":"Sapienza University of Rome"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Mitigating bias in federated learning","author":"Abay","year":"2020","journal-title":"arXiv preprint"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/systems10030077"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2024.105369"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3606017"},{"key":"ref5","first-page":"10351","article-title":"Towards understanding biased client selection in federated learning","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Jee Cho","year":"2022"},{"key":"ref6","first-page":"6478","article-title":"Retiring adult: New datasets for fair machine learning","volume":"34","author":"Ding","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i6.25911"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3594116"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378025"},{"key":"ref10","article-title":"Equality of opportunity in supervised learning","volume":"29","author":"Hardt","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/s20216230"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3410026"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2021.3089435"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3352628"},{"key":"ref15","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Artificial intelligence and statistics","author":"McMahan","year":"2017"},{"key":"ref16","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume":"32","author":"Paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3494672"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-35995-8_37"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3295412"},{"issue":"100","key":"ref20","first-page":"1","article-title":"Fedlab: A flexible federated learning framework","volume":"24","author":"Zeng","year":"2023","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2025 IEEE International Smart Cities Conference (ISC2)","start":{"date-parts":[[2025,10,6]]},"location":"Patras, Greece","end":{"date-parts":[[2025,10,9]]}},"container-title":["2025 IEEE International Smart Cities Conference (ISC2)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11293139\/11293247\/11293299.pdf?arnumber=11293299","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T07:15:26Z","timestamp":1766560526000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11293299\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,6]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/isc266238.2025.11293299","relation":{},"subject":[],"published":{"date-parts":[[2025,10,6]]}}}