Towards good validation metrics for generative models in offline model-based optimisation.
Christopher BeckhamAlexandre PichéDavid VázquezChristopher PalPublished in: CoRR (2022)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- discriminative learning
- prior knowledge
- em algorithm
- semi supervised
- conditional random fields
- hierarchical hidden markov models
- object categories
- expectation maximization
- graphical models
- hidden variables
- information retrieval
- object recognition
- image processing
- generative and discriminative models