Comparative Study of Deep Generative Models on Chemical Space Coverage.
Jie ZhangRocío MercadoOla EngkvistHongming ChenPublished in: J. Chem. Inf. Model. (2021)
Keyphrases
- comparative study
- generative model
- probabilistic model
- mixture model
- hierarchical hidden markov models
- discriminative learning
- conditional random fields
- maximum entropy principle
- em algorithm
- generative and discriminative models
- prior knowledge
- discriminative models
- computer vision
- vector space
- semi supervised
- higher order
- topic models
- object categories
- representational power
- decision trees