Multi-objective hyperparameter optimization with performance uncertainty

Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles

The performance of any Machine Learning (ML) algorithm is impacted by the choice of its hyperparameters. As training and evaluating a ML algorithm is usually expensive, the hyperpa…