Learning a Generative Model for Validity in Complex Discrete Structures.
David JanzJos van der WesthuizenBrooks PaigeMatt J. KusnerJosé Miguel Hernández-LobatoPublished in: CoRR (2017)
Keyphrases
- generative model
- discriminative learning
- learning process
- prior knowledge
- learning algorithm
- boltzmann machine
- probabilistic model
- bayesian networks
- supervised learning
- em algorithm
- learning tasks
- learned models
- hidden variables
- dirichlet process mixture models
- feature representations
- posterior probability
- natural images
- active learning
- reinforcement learning
- e learning