MBORE: multi-objective Bayesian optimisation by density-ratio estimation.
George De AthTinkle ChughAlma A. M. RahatPublished in: GECCO (2022)
Keyphrases
- multi objective
- density ratio estimation
- multi objective optimisation
- covariate shift
- outlier detection
- multi objective evolutionary
- genetic algorithm
- evolutionary algorithm
- multi objective optimization
- least squares
- model selection
- nsga ii
- domain adaptation
- density ratio
- semi supervised learning
- objective function
- conditional density estimation
- bayesian networks
- maximum likelihood
- machine learning
- data sets
- bayesian inference
- density estimation
- data generation
- training and test data
- knowledge discovery
- reinforcement learning
- information retrieval