The SMOTE algorithm is a classical method for addressing imbalanced classification problems. In this paper, we improves the SMOTE algorithm by incorporating ideas from transfer learning. Initially, a ...

Hierarchical federated learning (HFL) is a key technology enabling distributed learning with reduced communication overhead. However, practical HFL systems encounter two major challenges: limited ...