Jinu Gong

Compressed Particle-Based Federated Bayesian Learning and Unlearning

2022 · IEEE Communications Letters

Conventional frequentist federated learning (FL) schemes are known to yield overconfident decisions. Bayesian FL addresses this issue by allowing agents to process and exchange uncertainty information encoded in distributions over the model parameters. However, this …