Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination.
Masaki AdachiSatoshi HayakawaMartin JørgensenHarald OberhauserMichael A. OsbornePublished in: NeurIPS (2022)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- bayesian model
- hyperparameters
- kernel function
- variational inference
- statistical inference
- hierarchical bayesian
- prior distribution
- gibbs sampler
- variational bayes
- weighted model counting
- amplitude modulation
- markov networks
- markov chain monte carlo
- gaussian processes
- hidden variables
- feature space
- decision trees
- expectation propagation
- graphical models