Bayesian Optimisation for Objective Functions with Varying Smoothness.
A. V. Arun KumarSantu RanaCheng LiSunil GuptaAlistair ShiltonSvetha VenkateshPublished in: Australasian Conference on Artificial Intelligence (2019)
Keyphrases
- objective function
- cost function
- multi objective
- bayesian inference
- genetic algorithm
- bayesian networks
- varying degrees
- optimization problems
- linear programming
- data driven
- bayesian learning
- multi objective optimisation
- tuning parameters
- prior information
- maximum likelihood
- lower bound
- global optimum
- bayesian methods
- decision theory
- video sequences
- artificial intelligence