Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization.
Marco RandoLuigi CarratinoSilvia VillaLorenzo RosascoPublished in: AISTATS (2022)
Keyphrases
- gaussian process
- continuous domains
- gaussian processes
- evolution strategy
- bayesian framework
- semi supervised
- regression model
- model selection
- latent variables
- hyperparameters
- optimization algorithm
- evolutionary computation
- evolutionary algorithm
- continuous variables
- optimization method
- global search
- genetic algorithm
- closed form
- differential evolution
- active learning
- reinforcement learning
- neural network