Transformers Can Do Bayesian Inference.
Samuel MüllerNoah HollmannSebastian Pineda-ArangoJosif GrabockaFrank HutterPublished in: CoRR (2021)
Keyphrases
- bayesian inference
- hyperparameters
- probabilistic model
- prior information
- bayesian model
- statistical inference
- hierarchical bayesian
- variational inference
- weighted model counting
- probabilistic modeling
- gibbs sampler
- hidden variables
- variational bayes
- bayesian models
- markov networks
- expectation propagation
- closed form
- particle filter
- bayesian networks
- partial discharge
- machine learning