From Bayesian Inference to Logical Bayesian Inference - A New Mathematical Frame for Semantic Communication and Machine Learning.
Chenguang LuPublished in: IFIP TC12 ICIS (2018)
Keyphrases
- bayesian inference
- machine learning
- probabilistic model
- statistical inference
- hyperparameters
- bayesian model
- prior information
- logical representation
- particle filter
- variational bayes
- machine learning methods
- hierarchical bayesian
- natural language
- prior distribution
- weighted model counting
- gibbs sampler
- variational inference
- probabilistic modeling
- graphical models
- active learning
- statistical methods
- decision trees
- learning algorithm