Multi-objective Bayesian optimisation with preferences over objectives

Majid Abdolshah, Alistair Shilton, Santu Rana, Sunil Gupta, Svetha Venkatesh

Aug-19-2025, 22:54:20 GMT–Neural Information Processing Systems

These preferences are defined based on the stability of the obtained solutions with respect to preferred objective functions.

artificial intelligence, evolutionary algorithm, machine learning, (17 more...)

Neural Information Processing Systems

Aug-19-2025, 22:54:20 GMT

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Multi-objective Bayesian optimisation with preferences over objectives

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