Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy.
Dongzhu LiuOsvaldo SimeonePublished in: CoRR (2021)
Keyphrases
- monte carlo
- monte carlo methods
- markov chain monte carlo
- adaptive sampling
- importance sampling
- markov chain
- monte carlo tree search
- wireless channels
- monte carlo simulation
- privacy preserving
- wireless communication
- markovian decision
- cellular networks
- particle filter
- monte carlo method
- maximum likelihood
- missing data
- bayesian inference
- stochastic approximation
- global illumination
- bayesian networks
- optimal strategy
- noise level
- temporal difference
- posterior probability
- wireless networks
- matrix inversion
- game tree search
- ofdm system
- game tree
- mobile users
- bayesian learning
- confidence intervals