A Joint Gradient and Loss Based Clustered Federated Learning Design

no code implementations • 22 Nov 2023 • Licheng Lin, Mingzhe Chen, Zhaohui Yang, Yusen Wu, Yuchen Liu

In particular, our designed clustered FL algorithm must overcome two challenges associated with FL training.

Clustering Federated Learning

Semantic Information Extraction for Text Data with Probability Graph

no code implementations • 16 Sep 2023 • Zhouxiang Zhao, Zhaohui Yang, Ye Hu, Licheng Lin, Zhaoyang Zhang

In this paper, the problem of semantic information extraction for resource constrained text data transmission is studied.

Semantic Similarity Semantic Textual Similarity