Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos

Tianyi Zhang, Yu Cao, Dianbo Liu

Federated learning (FL), aimed at leveraging vast distributed datasets, confronts a crucial challenge: the heterogeneity of data across different silos. While previous studies have…