Sequential Subspace Search for Functional Bayesian Optimization Incorporating Experimenter Intuition.
Alistair ShiltonSunil GuptaSantu RanaSvetha VenkateshPublished in: CoRR (2020)
Keyphrases
- sequential search
- search algorithm
- optimization problems
- search space
- optimization process
- fine tuning
- search efficiency
- global search
- optimization algorithm
- search queries
- monte carlo sampling
- data sets
- search procedure
- optimization method
- low dimensional
- information retrieval systems
- principal component analysis
- bayesian networks
- feature extraction