Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization

1 code implementation • 11 Dec 2020 • Subhodip Biswas, Adam D Cobb, Andreea Sistrunk, Naren Ramakrishnan, Brian Jalaian

In this paper, we propose a surrogate-assisted evolutionary algorithm (EA) for hyperparameter optimization of machine learning (ML) models.

Bayesian Optimization BIG-bench Machine Learning +1