Clustering-Guided Gp-Ucb for Bayesian Optimization.
Jungtaek KimSeungjin ChoiPublished in: ICASSP (2018)
Keyphrases
- genetic programming
- clustering method
- clustering algorithm
- cluster analysis
- optimization algorithm
- k means
- global optimization
- optimization problems
- efficient optimization
- bayesian networks
- unsupervised learning
- optimization process
- hierarchical clustering
- spectral clustering
- data points
- multi objective genetic algorithm
- bayesian methods
- categorical data
- neural network
- self organizing maps
- data clustering
- optimization methods
- constrained optimization
- optimization method
- distance metric
- bayesian learning
- bayesian estimation
- probabilistic model