المؤلفون: Yicheng Xu, Wubin Ma, Chaofan Dai, Yahui Wu, Haohao Zhou

المصدر: Mathematics, Vol 12, Iss 17, p 2644 (2024)

مصطلحات موضوعية: federated learning, client drift, distributed learning, Mathematics, QA1-939

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2227-7390/12/17/2644; https://doaj.org/toc/2227-7390

URL الوصول: https://doaj.org/article/771ae90611454831a8e3a406b9eabc49

المؤلفون: Ying-Hsun Lai, Shin-Yeh Chen, Wen-Chi Chou, Hua-Yang Hsu, Han-Chieh Chao

المصدر: Future Internet, Vol 16, Iss 3, p 95 (2024)

مصطلحات موضوعية: personalized federated learning, client drift, non-IID datasets, neural network, Information technology, T58.5-58.64

Relation: https://www.mdpi.com/1999-5903/16/3/95; https://doaj.org/toc/1999-5903; https://doaj.org/article/b504ee6af51a48c6949f91bd061aae03

الاتاحة: https://doi.org/10.3390/fi16030095
https://doaj.org/article/b504ee6af51a48c6949f91bd061aae03

المؤلفون: Fani', Eros, Camoriano, Raffaello, Caputo, Barbara, Ciccone, Marco

المساهمون: Fani', Ero, Camoriano, Raffaello, Caputo, Barbara, Ciccone, Marco

مصطلحات موضوعية: Client Drift, Statistical Heterogeneity, Federated Learning, Destructive Interference, Random Feature, Ridge Regression, pre-trained models

وصف الملف: ELETTRONICO

Relation: ispartofbook:FL@FM-NeurIPS'23; Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023; volume:1; firstpage:1; lastpage:19; numberofpages:19; https://hdl.handle.net/11583/2990259; https://openreview.net/pdf?id=LiSj1GRVhL; https://openreview.net/forum?id=LiSj1GRVhL

الاتاحة: https://hdl.handle.net/11583/2990259
https://openreview.net/pdf?id=LiSj1GRVhL
https://openreview.net/forum?id=LiSj1GRVhL

المؤلفون: Hussaini, Mortesa, Stein, Anthony

المساهمون: Klein, Maike, Krupka, Daniel, Winter, Cornelia, Gergeleit, Martin, Martin, Ludger

مصطلحات موضوعية: Artificial Intelligence, Client-Drift, Data Sovereignty, Digital Agriculture, Distributed Machine Learning, Personalised Federated Learning

وصف الملف: application/pdf

Relation: INFORMATIK 2024; Lecture Notes in Informatics (LNI) - Proceedings, Volume P-352; https://dl.gi.de/handle/20.500.12116/45084

الاتاحة: https://dl.gi.de/handle/20.500.12116/45084
https://hdl.handle.net/20.500.12116/45084
https://doi.org/10.18420/inf2024_112

المؤلفون: Axiu Mao, Endai Huang, Haiming Gan, Kai Liu

المصدر: Animals; Volume 12; Issue 16; Pages: 2142

مصطلحات موضوعية: data privacy, animal behaviour, deep learning, distributed learning, client-drift, local gradient conflicts

جغرافية الموضوع: agris

وصف الملف: application/pdf

Relation: Animal System and Management; https://dx.doi.org/10.3390/ani12162142

الاتاحة: https://doi.org/10.3390/ani12162142

المؤلفون: Legate, Gwendolyne

Thesis Advisors: Belilovsky, Eugene

مصطلحات موضوعية: Federated Learning, Client Drift, Out of Distribution Generalization, Catastrophic Forgetting, Apprentissage fédéré, Dérive du client, Généralisation hors distribution, Oubli catastrophique, Artificial intelligence / Intelligence artificielle (UMI : 0800)

وصف الملف: application/pdf

الاتاحة: http://hdl.handle.net/1866/27947

المؤلفون: Fanì,Eros, Camoriano,Raffaello, Caputo,Barbara, Ciccone,Marco

المساهمون: Fanì, Ero, Camoriano, Raffaello, Caputo, Barbara, Ciccone, Marco

مصطلحات موضوعية: Federated Learning, Ridge Regression, Random Feature, Statistical Heterogeneity, Client Drift, Classifier Bia, Destructive Interference, Pre-trained models

وصف الملف: ELETTRONICO

Relation: ispartofbook:ICML24; Forty-first International Conference on Machine Learning; volume:1; firstpage:1; lastpage:20; numberofpages:20; https://hdl.handle.net/11583/2990261; https://arxiv.org/pdf/2406.01116

الاتاحة: https://hdl.handle.net/11583/2990261
https://arxiv.org/pdf/2406.01116