A Concentration Inequality for Maximum Mean Discrepancy (MMD)-based Statistics and Its Application in Generative Models.
Yijin NiXiaoming HuoPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- em algorithm
- discriminative learning
- conditional random fields
- discriminative models
- semi supervised
- prior knowledge
- hierarchical hidden markov models
- expectation maximization
- topic models
- object categories
- hidden variables
- multiscale
- maximum entropy principle
- representational power
- image processing
- computer vision
- object categorization
- support vector
- discriminative methods