Bayesian Inference with Certifiable Adversarial Robustness.
Matthew WickerLuca LaurentiAndrea PataneZhoutong ChenZheng ZhangMarta KwiatkowskaPublished in: CoRR (2021)
Keyphrases
- bayesian inference
- probabilistic model
- hyperparameters
- prior information
- bayesian model
- statistical inference
- variational bayes
- hierarchical bayesian
- particle filter
- variational inference
- weighted model counting
- gibbs sampler
- hidden variables
- probabilistic modeling
- multi agent
- inference process
- markov chain monte carlo
- markov networks
- graphical models
- least squares
- pairwise
- decision trees