High-Dimensional Slider-Based Preferential Bayesian Optimization With Mixed Local and Global Acquisition Strategies.
Satoshi KoideAyano OkosoPublished in: IEEE Access (2024)
Keyphrases
- high dimensional
- optimization strategies
- optimization problems
- bayesian inference
- optimization algorithm
- low dimensional
- high dimensionality
- dimensionality reduction
- optimization process
- metric space
- global optimization
- optimization model
- sparse data
- bayesian estimation
- data points
- query processing
- bayesian networks
- parameter space
- constrained optimization
- monte carlo methods
- optimization methods
- global information
- optimal strategy
- neural network
- bayesian decision
- variable selection
- posterior probability
- noisy data
- optimization method
- maximum likelihood
- principal component analysis
- nearest neighbor
- multi agent
- similarity measure
- feature extraction