Autoencoders and Probabilistic Inference with Missing Data: An Exact Solution for The Factor Analysis Case.
Christopher K. I. WilliamsCharlie NashPublished in: CoRR (2018)
Keyphrases
- missing data
- probabilistic inference
- factor analysis
- exact solution
- matrix factorization
- graphical models
- missing values
- bayesian networks
- incomplete data
- independent component analysis
- lower bound
- approximate inference
- discriminant analysis
- conditional probabilities
- cluster analysis
- message passing
- column generation
- statistical tests
- belief networks
- active learning
- learning algorithm
- np complete
- optimal solution
- feature extraction