Unsupervised Learning of Global Factors in Deep Generative Models.
Ignacio PeisPablo M. OlmosAntonio Artés-RodríguezPublished in: CoRR (2020)
Keyphrases
- generative model
- unsupervised learning
- deep belief networks
- deep learning
- mixture model
- semi supervised
- expectation maximization
- deep architectures
- probabilistic model
- discriminative learning
- discriminative models
- supervised learning
- conditional random fields
- semi supervised learning
- prior knowledge
- hierarchical hidden markov models
- em algorithm
- machine learning
- restricted boltzmann machine
- hierarchical models
- object recognition
- generative and discriminative models
- topic models
- text classification
- dimensionality reduction
- maximum entropy principle
- representational power
- feature space