Target-Aware Bayesian Inference: How to Beat Optimal Conventional Estimators.
Tom RainforthAdam GolinskiFrank WoodSheheryar ZaidiPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- statistical inference
- hyperparameters
- bayesian model
- variational inference
- variational bayes
- hidden variables
- expectation propagation
- optimal solution
- particle filter
- markov chain monte carlo
- probabilistic modeling
- bayesian models
- hierarchical bayesian
- cross validated
- decision trees
- weighted model counting
- gibbs sampler
- image reconstruction
- search algorithm
- bayesian networks