Reproducible Hyperparameter Optimization

Autor: Daniel L. Gillen, Pierre Baldi, L. Hertel
Rok vydání: 2021
Předmět:
Zdroj: Journal of Computational and Graphical Statistics. 31:84-99
ISSN: 1537-2715
1061-8600
DOI: 10.1080/10618600.2021.1950004
Popis: 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...
Databáze: OpenAIRE
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