Scalarisation-based risk concepts for robust multi-objective optimisation

Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei
Preprint

[ PDF ] [ arXiv ] [ Code ]

Random Pareto front surfaces

Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei
Preprint

[ PDF ] [ arXiv ] [ Code ]

Multi-objective optimisation via the R2 utilities

Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei
Preprint

[ PDF ] [ arXiv ] [ Code ]

Joint entropy search for multi-objective Bayesian optimization

Ben Tu, Axel Gandy, Nikolas Kantas, Behrang Shafei
Advances in Neural Information Processing Systems, 2022

[ Official ] [ PDF ] [ arXiv ] [ Code ]