Transformer-Based Online Bayesian Neural Networks for Grant-Free Uplink Access in CRAN With Streaming Variational Inference.
Nilesh Kumar JhaVincent K. N. LauPublished in: IEEE Internet Things J. (2022)
Keyphrases
- variational inference
- bayesian inference
- neural network
- posterior distribution
- fuzzy logic
- topic models
- latent dirichlet allocation
- probabilistic graphical models
- mixture model
- gaussian process
- probabilistic model
- variational methods
- exponential family
- closed form
- data streams
- parameter estimation
- probability distribution
- exact inference
- bayesian framework
- graphical models
- hyperparameters
- latent variables
- first order logic
- level set
- co occurrence
- posterior probability
- prior information
- markov networks
- markov chain monte carlo
- bayesian networks