Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent

Keyphrases

• Bayesian Inference Method 20%
• Bayesian Learning 100%
• Central Server 20%
• Communication Load 20%
• Communication Round 20%
• Federated Learning 40%
• Free Energy 20%
• Frequentist 20%
• Generalized Bayesian Inference 20%
• Interacting Particles 20%
• Learning Strategies 20%
• Nonparametric 20%
• Particle number 20%
• Random Particles 20%
• Stein Variational Gradient Descent 100%

Mathematics

• Bayesian 100%
• Bayesian Inference 50%
• Frequentist 50%
• Parametric 50%
• Tradeoff 50%

Computer Science

• Bayesian Learning 100%
• Federated Learning 40%
• Gradient Descent 100%