{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:18:03Z","timestamp":1784301483478,"version":"3.55.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"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":[[2025,5,26]]},"DOI":"10.23919\/wiopt66569.2025.11123219","type":"proceedings-article","created":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T19:04:05Z","timestamp":1756235045000},"page":"1-8","source":"Crossref","is-referenced-by-count":5,"title":["Explainability and Continual Learning Meet Federated Learning at the Network Edge"],"prefix":"10.23919","author":[{"given":"Thomas","family":"Tsouparopoulos","sequence":"first","affiliation":[{"name":"Athens University of Economics and Business,Department of Informatics,Athens,Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Iordanis","family":"Koutsopoulos","sequence":"additional","affiliation":[{"name":"Athens University of Economics and Business,Department of Informatics,Athens,Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.hcc.2021.100008"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/IFIPNetworking55013.2022.9829814"},{"key":"ref3","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. Int. Conf. AISTATS","author":"McMahan","year":"2017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-50396-2_20"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref6","first-page":"10526","article-title":"Regularizing black-box models for improved interpretability","volume-title":"Proc. 33rd Conf. NeurIPS","author":"Plumb","year":"2020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2016.2610578"},{"key":"ref8","first-page":"491","article-title":"Multiple-gradient descent algorithm for multi-objective optimization","author":"D\u00e9sid\u00e9ri","year":"2012","journal-title":"J. Optim. Theory Appl."},{"key":"ref9","first-page":"527","article-title":"Multi-task learning as multi-objective optimization","volume-title":"Proc. 32nd Conf. NeurIPS","author":"Sener","year":"2018"},{"key":"ref10","first-page":"7845","article-title":"Federated multi-objective learning","volume-title":"Proc. 36th AAAI Conf.","author":"Hu","year":"2022"},{"key":"ref11","article-title":"Federated multiobjective learning","volume-title":"Proc. 36th Conf. NeurIPS","author":"Yang","year":"2024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2021.3124599"},{"key":"ref13","author":"Ludwig","year":"2020","journal-title":"IBM federated learning: An enterprise framework white paper v0.1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5895"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2024.121711"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01151"},{"key":"ref17","article-title":"Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer","author":"Lin","year":"2022","journal-title":"Advances in Neural Information Processing Systems 35 (NeurIPS 2022)"},{"key":"ref18","article-title":"Scalable and order-robust continual learning with additive parameter decomposition","volume-title":"Eighth International Conference on Learning Representations (ICLR)","author":"Yoon","year":"2020"},{"key":"ref19","author":"Yoon","year":"2017","journal-title":"Lifelong learning with dynamically expandable networks"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3147.3165"},{"key":"ref21","first-page":"1952","article-title":"Online continual learning from imbalanced data","volume-title":"Proc. ICML","author":"Chrysakis","year":"2020"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/icmlcn59089.2024.10624806"},{"key":"ref23","first-page":"6470","article-title":"Gradient episodic memory for continual learning","volume-title":"Proc. 31st NeurIPS","author":"Lopez-Paz","year":"2017"},{"key":"ref24","article-title":"Joint Explainability-Performance Optimization with Surrogate Models for AIDriven Edge Services","volume-title":"to appear, IEEE Int. Conf. on Machine Learning for Commun. and Networking (ICMLCN)","author":"Charalampakos","year":"2025"},{"key":"ref25","volume-title":"Data Mining With Decision Trees: Theory and Applications","author":"Maimon","year":"2014"},{"key":"ref26","first-page":"12073","article-title":"Federated continual learning with weighted inter-client transfer","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yoon","year":"2021"}],"event":{"name":"2025 23rd International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","location":"Linkoping, Sweden","start":{"date-parts":[[2025,5,26]]},"end":{"date-parts":[[2025,5,29]]}},"container-title":["2025 23rd International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11123177\/11123184\/11123219.pdf?arnumber=11123219","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T04:54:22Z","timestamp":1756270462000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11123219\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,26]]},"references-count":26,"URL":"https:\/\/doi.org\/10.23919\/wiopt66569.2025.11123219","relation":{},"subject":[],"published":{"date-parts":[[2025,5,26]]}}}