Deep Generative Missingness Pattern-Set Mixture Models.
Sahra GhalebikesabiRob CornishChris C. HolmesLuke J. KellyPublished in: AISTATS (2021)
Keyphrases
- mixture model
- generative model
- pattern set
- unsupervised learning
- frequent patterns
- missing data
- density estimation
- gaussian mixture model
- probabilistic model
- em algorithm
- point sets
- discriminative learning
- model selection
- mixture modeling
- frequent itemsets
- expectation maximization
- language model
- finite mixtures
- missing values
- prior knowledge
- maximum likelihood
- gaussian mixture
- semi supervised
- latent dirichlet allocation
- finite mixture models
- automatic model selection
- model based clustering
- classification trees
- distance function
- active learning
- object recognition
- data structure