Bayesian Inference with Certifiable Adversarial Robustness.
Matthew WickerLuca LaurentiAndrea PataneZhuotong ChenZheng ZhangMarta KwiatkowskaPublished in: AISTATS (2021)
Keyphrases
- bayesian inference
- probabilistic model
- hyperparameters
- prior information
- statistical inference
- inference process
- bayesian model
- probabilistic modeling
- variational bayes
- variational inference
- gibbs sampler
- markov networks
- particle filter
- weighted model counting
- hidden variables
- hierarchical bayesian
- variational approximation
- bayesian models
- multi agent