Compressed Particle-Based Federated Bayesian Learning and Unlearning

Jinu Gong, Osvaldo Simeone, Joonhyuk Kang

Conventional frequentist FL schemes are known to yield overconfident decisions. Bayesian FL addresses this issue by allowing agents to process and exchange uncertainty information…