From Bayesian Inference to Logical Bayesian Inference: A New Mathematical Frame for Semantic Communication and Machine Learning.
Chenguang LuPublished in: CoRR (2018)
Keyphrases
- bayesian inference
- machine learning
- probabilistic model
- statistical inference
- hyperparameters
- prior information
- variational inference
- bayesian model
- natural language
- gibbs sampler
- particle filter
- hierarchical bayesian
- variational bayes
- probabilistic modeling
- weighted model counting
- logical representation
- natural language processing
- statistical learning
- hidden variables
- machine learning methods
- decision trees
- variational approximation
- feature selection
- learning algorithm
- markov chain monte carlo
- statistical methods
- prior distribution
- optical flow
- prior knowledge
- reinforcement learning