More Rigorous Software Engineering Would Improve Reproducibility in Machine Learning Research

Moritz Wolter, Lokesh Veeramacheneni, Charles Tapley Hoyt

While experimental reproduction remains a pillar of the scientific method, we observe that the software best practices supporting the reproduction of machine learning ( ML ) resear…