Generating and designing DNA with deep generative models.
Nathan KilloranLeo J. LeeAndrew DelongDavid DuvenaudBrendan J. FreyPublished in: CoRR (2017)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- em algorithm
- deep belief networks
- discriminative models
- topic models
- hierarchical hidden markov models
- semi supervised
- prior knowledge
- maximum entropy principle
- object categories
- hidden variables
- representational power
- conditional random fields
- deep learning
- restricted boltzmann machine
- image processing
- unsupervised learning
- semi supervised learning
- expectation maximization
- data sets