Reproducible Hyperparameter Optimization

Lars Hertel, Pierre Baldi, Daniel L. Gillen

Abstract: A key issue in machine learning research is the lack of reproducibility. We illustrate what role hyperparameter search plays in this problem and how regular hyperparameter search methods can lead t...