To fill this gap, in this paper, we propose a novel FL platform, named FederatedScope, which employs an event-driven architecture to provide users with great ...
Apr 11, 2022 · In this paper, we propose a novel FL platform, named FederatedScope, which employs an event-driven architecture to provide users with great flexibility.
In this paper, we propose a novel FL platform, named FederatedScope, which employs an event-driven architecture to provide users with great flexibility.
Apr 1, 2022 · FederatedScope is a flexible and comprehensive federated learning platform proposed for tackling the heterogeneity in real-world federated ...
FederatedScope is a comprehensive federated learning platform that provides convenient usage and flexible customization for various federated learning tasks.
A novel FL platform, named FederatedScope, is proposed, which employs an event-driven architecture to provide users with great flexibility.
A Flexible Federated Learning Platform for Heterogeneity
deeplearn.org › arxiv › federatedscope:-a...
May 3, 2022 · Considering both flexibility andextendability, FederatedScope adopts an event-driven architecture toconveniently support asynchronous training ...
People also ask
What is data heterogeneity in federated learning?
What are the three types of federated learning?
What is a federated learning platform?
What is a real life example of federated learning?
A flexible federated learning platform for heterogeneity. VLDB'23 pdf Yuexiang Xie, Zhen Wang, Dawei Gao, Daoyuan Chen, Liuyi Yao, Weirui Kuang, Yaliang Li, ...
Oct 31, 2024 · FederatedScope: A Flexible Federated Learning Platform for Heterogeneity | Proceedings of the VLDB... Although remarkable progress has been made ...
A flexible federated learning platform for heterogeneity, counterfactual debiasing for generating factually consistent text summaries.