PI is back! Switching Acquisition Functions in Bayesian Optimization.
Carolin BenjaminsElena RaponiAnja JankovicKoen van der BlomMaria Laura SantoniMarius LindauerCarola DoerrPublished in: CoRR (2022)
Keyphrases
- optimization algorithm
- optimization problems
- global optimization
- maximum likelihood
- optimization method
- discrete optimization
- optimization process
- neural network
- bayesian networks
- optimization methods
- efficient optimization
- optimal design
- optimization model
- bayesian inference
- data driven
- video sequences
- multi objective
- search algorithm
- database systems
- bayesian learning
- information systems
- optimization strategies
- artificial intelligence