Xitong Gao

Progressive Distribution Matching for Federated Semi-Supervised Learning

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Federated Learning (FL) enables collaborative learning from distributed data while preserving the privacy of participating clients. While supervised federated learning with labeled data has made notable strides and achieved success, federated semi-supervised learning (FSSL) lags …