Samuel Cheng

Bayesian Federated Neural Matching That Completes Full Information

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

Federated learning is a contemporary machine learning paradigm where locally trained models are distilled into a global model. Due to the intrinsic permutation invariance of neural networks, Probabilistic Federated Neural Matching (PFNM) employs a Bayesian …