Statistical Inference for Generative Models with Maximum Mean Discrepancy.
François-Xavier BriolAlessandro BarpAndrew B. DuncanMark A. GirolamiPublished in: CoRR (2019)
Keyphrases
- statistical inference
- generative model
- probabilistic model
- bayesian inference
- graphical models
- statistical learning
- model selection
- mixture model
- em algorithm
- machine learning
- discriminative models
- discriminative learning
- prior knowledge
- hierarchical hidden markov models
- generative and discriminative models
- conditional random fields
- statistical methods
- object categories
- natural language
- representational power
- language model
- semi supervised
- knowledge discovery
- feature extraction
- feature selection