Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination.
Masaki AdachiSatoshi HayakawaMartin JørgensenHarald OberhauserMichael A. OsbornePublished in: CoRR (2022)
Keyphrases
- bayesian inference
- prior information
- probabilistic model
- statistical inference
- bayesian model
- variational inference
- hyperparameters
- variational bayes
- kernel function
- support vector
- prior distribution
- gaussian processes
- hierarchical bayesian
- markov networks
- markov chain monte carlo
- data sets
- particle filter
- bayesian models
- markov chain
- variational approximation
- closed form
- generative model
- feature space
- amplitude modulation