Exploring the GDB-13 chemical space using deep generative models.
Josep Arús-PousThomas BlaschkeSilas UlanderJean-Louis ReymondHongming ChenOla EngkvistPublished in: J. Cheminformatics (2019)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- generative and discriminative models
- semi supervised
- deep belief networks
- expectation maximization
- maximum entropy principle
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- em algorithm
- object categories
- low dimensional
- data sets
- conditional random fields
- maximum entropy
- representational power
- topic models
- deep learning
- naive bayes
- information extraction