BugDoc: Algorithms to Debug Computational Processes
Published in ACM SIGMOD 2020, 2020
This paper presents novel algorithms for debugging computational processes, particularly focused on machine learning and data science pipelines, enabling practitioners to systematically identify and fix bugs.
Recommended citation: Lourenço, R., Freire, J., & Shasha, D. (2020). "BugDoc: Algorithms to Debug Computational Processes." ACM SIGMOD.