A moment-matching metric for latent variable generative models.
Cédric BeaulacPublished in: Mach. Learn. (2023)
Keyphrases
- generative model
- latent variables
- probabilistic model
- topic models
- hidden variables
- prior knowledge
- discriminative methods
- latent structure
- mixture model
- latent variable models
- discriminative models
- random variables
- hierarchical hidden markov models
- discriminative learning
- hierarchical model
- bayesian framework
- language model
- gaussian process
- graphical models
- latent dirichlet allocation
- conditional random fields
- bayesian networks
- expectation maximization
- em algorithm
- distance metric
- bayesian inference
- object categories
- keypoints
- markov networks
- language modeling
- probabilistic latent semantic analysis
- semi supervised
- metric learning
- robust classification
- image matching
- generative and discriminative models
- information retrieval