Federated Fuzzy Learning with Imbalanced Data

Author:

Dust Lukas Johannes,Murcia Marina Lopez,Makila Andreas,Nordin Petter,Xiong Ning,Herrera Francisco

Publisher

IEEE

Reference23 articles.

1. Federated optimization: Distributed machine learning for on-device intelligence;kone?xný;arXiv preprint arXiv 1610 02984,2016

2. Accelerating stochastic gradient descent using predictive variance reduction;johnson;Advances in neural information processing systems,2013

3. Federated optimization in heterogeneous networks;li;arXiv preprint arXiv 1812 08942,2018

4. Fast-Convergent Federated Learning

5. Probabilistic Predictions with Federated Learning

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers;2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE);2024-06-30

2. On the Trade-off Between Benefit and Contribution for Clients in Federated Learning in Healthcare;2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA);2022-12

3. R $^{2}$ Fed: Resilient Reinforcement Federated Learning for Industrial Applications;IEEE Transactions on Industrial Informatics;2022

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