Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap.
Charita DellaportaJeremias KnoblauchTheodoros DamoulasFrançois-Xavier BriolPublished in: CoRR (2022)
Keyphrases
- bayesian inference
- probabilistic model
- markov chain monte carlo
- variational inference
- hyperparameters
- gibbs sampler
- bayesian models
- statistical inference
- hidden variables
- prior information
- statistical models
- prior knowledge
- bayesian model
- prior distribution
- mixture model
- variational bayes
- hierarchical bayesian
- posterior probability
- topic models
- model selection
- maximum likelihood