BOCK : Bayesian Optimization with Cylindrical Kernels.
ChangYong OhEfstratios GavvesMax WellingPublished in: ICML (2018)
Keyphrases
- optimization problems
- gaussian processes
- optimization algorithm
- kernel machines
- global optimization
- support vector
- optimization method
- posterior probability
- optimization process
- monte carlo sampling
- data sets
- bayesian analysis
- optimization strategies
- discrete optimization
- bayesian estimation
- decision theory
- constrained optimization
- optimization methods
- kernel function
- linear programming
- multiresolution
- bayesian networks
- training data