Incorporating expert prior in Bayesian optimisation via space warping.
Anil RamachandranSunil GuptaSantu RanaCheng LiSvetha VenkateshPublished in: Knowl. Based Syst. (2020)
Keyphrases
- search space
- prior distribution
- low dimensional
- bayesian inference
- bayesian decision
- prior knowledge
- space time
- expert knowledge
- human experts
- prior probabilities
- bayesian model
- bayesian learning
- higher dimensional
- posterior distribution
- posterior probability
- prior information
- data sets
- maximum likelihood
- search algorithm
- video sequences
- bayesian networks
- machine learning
- neural network