Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining.
Austin TrippErik A. DaxbergerJosé Miguel Hernández-LobatoPublished in: CoRR (2020)
Keyphrases
- generative model
- latent space
- efficient optimization
- probabilistic model
- bayesian framework
- mixture model
- em algorithm
- prior knowledge
- conditional random fields
- semi supervised
- topic models
- latent variables
- latent dirichlet allocation
- dimensionality reduction
- expectation maximization
- pairwise
- graphical models
- data sets
- model selection
- clustering algorithm
- image processing