Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy.
Dongzhu LiuOsvaldo SimeonePublished in: IEEE Trans. Wirel. Commun. (2023)
Keyphrases
- monte carlo
- monte carlo methods
- markov chain monte carlo
- importance sampling
- markov chain
- adaptive sampling
- cellular networks
- wireless channels
- privacy preserving
- wireless communication
- monte carlo simulation
- wireless networks
- markovian decision
- point processes
- signal to noise ratio
- monte carlo tree search
- particle filter
- variance reduction
- stochastic approximation
- noise level
- mobile users
- optimal strategy
- temporal difference
- posterior probability
- monte carlo method
- policy evaluation
- reinforcement learning
- confidence intervals
- bayesian inference
- maximum likelihood