Confidence Bound Minimization for Bayesian optimization with Student's-t Processes.
Conor ClareGlenn I. HaweZhiwei LinSally I. McCleanPublished in: APPIS (2020)
Keyphrases
- efficient optimization
- learning environment
- optimization problems
- lower bound
- upper bound
- neural network
- student learning
- bayesian networks
- optimization algorithm
- learning process
- maximum likelihood
- confidence level
- bayesian learning
- optimization process
- student teams
- constrained minimization
- posterior distribution
- online course
- combinatorial optimization
- process model
- learning styles
- online learning