Truncated Variational Sampling for 'Black Box' Optimization of Generative Models.
Jörg LückeZhenwen DaiGeorgios ExarchakisPublished in: LVA/ICA (2018)
Keyphrases
- black box
- generative model
- black boxes
- probabilistic model
- white box
- mixture model
- maximum entropy principle
- conditional random fields
- prior knowledge
- em algorithm
- discriminative learning
- hierarchical hidden markov models
- test cases
- integration testing
- image segmentation
- generative and discriminative models
- object categories
- hidden variables
- topic models
- discriminative models
- representational power
- discriminative methods
- expectation maximization
- white box testing
- information retrieval