Deep unsupervised learning with consistent inference of latent representations.
Jianlong ChangLingfeng WangGaofeng MengShiming XiangChunhong PanPublished in: Pattern Recognit. (2018)
Keyphrases
- unsupervised learning
- deep belief networks
- deep learning
- deep architectures
- unsupervised feature learning
- supervised learning
- latent variables
- semi supervised
- probabilistic inference
- machine learning
- feature selection
- expectation maximization
- bayesian inference
- restricted boltzmann machine
- inference process
- image processing
- structured prediction
- efficient learning
- inference engine
- belief networks
- cluster analysis
- dimensionality reduction
- neural network
- exact inference
- mixture model
- bayesian networks
- model selection
- learning algorithm
- belief nets
- probabilistic model