Missing Value Imputation Based on Deep Generative Models.
Hongbao ZhangPengtao XieEric P. XingPublished in: CoRR (2018)
Keyphrases
- generative model
- missing values
- data imputation
- missing data
- deep belief networks
- probabilistic model
- discriminative learning
- em algorithm
- incomplete data
- semi supervised
- high dimensional data
- conditional random fields
- hierarchical hidden markov models
- discriminative models
- missing data imputation
- object categories
- incomplete data sets
- unsupervised learning
- imputation methods
- multiple imputation
- expectation maximization
- prior knowledge
- generative and discriminative models
- pattern recognition
- neural network