Hybrid bayesian evolutionary optimization for hyperparameter tuning
Lukas Atkinson, Robin Müller-Bady, Martin Kappes · 2020
In this paper, we present a Hybrid Bayesian-Evolutionary tuning algorithm (HBEtune) for tuning machine learning algorithms or evolutionary algorithms, and analyze its performance. HBEtune combines meta-EA and Bayesian optimization techniques.