Contractible Regularization for Federated Learning on Non-IID Data
Author:
Affiliation:
1. Peking University,Center for Data Science,Beijing,China
2. Tencent Jarvis Lab, Tencent,Beijing,China
3. Peking University,NELab for Big Data Analysis and Applications,Beijing,China
Funder
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10027565/10027596/10027753.pdf?arnumber=10027753
Reference49 articles.
1. Scaffold: Stochastic controlled averaging for federated learning;karimireddy;International Conference on Machine Learning,2020
2. Federated optimization in heterogeneous networks;li;Proceedings of Machine Learning and Systems,2020
3. Dermatologist-level classification of skin cancer with deep neural networks
4. Model-Contrastive Federated Learning
5. Federated learning on non-IID data silos: An experimental study;li;arXiv preprint arXiv 2102 09032,2021
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