Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domain by Adaptive Discretization.
Marco RandoLuigi CarratinoSilvia VillaLorenzo RosascoPublished in: CoRR (2021)
Keyphrases
- gaussian process
- continuous domains
- gaussian processes
- evolution strategy
- regression model
- model selection
- bayesian framework
- latent variables
- hyperparameters
- semi supervised
- optimization algorithm
- optimization method
- continuous variables
- cross validation
- reinforcement learning
- evolutionary algorithm
- global search
- prior knowledge