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