Global Optimisation of Black-Box Functions with Generative Models in the Wasserstein Space.
Tigran RamazyanMikhail HushchynDenis DerkachPublished in: CoRR (2024)
Keyphrases
- black box
- generative model
- global optimisation
- probabilistic model
- discriminative learning
- discriminative models
- conditional random fields
- test cases
- em algorithm
- bayesian framework
- object categories
- semi supervised
- image completion
- expectation maximization
- prior knowledge
- maximum likelihood
- graphical models
- search space
- data sets
- text classification
- maximum entropy
- information extraction
- bayesian networks