- [[2022__arXiv__Leakage and the Reproducibility Crisis in ML-based Science]]
- Matthew Hutson "Artificial intelligence faces reproducibility crisis" Science, pages725-726, 2018
- Maurizio Ferrari Dacrema, Paolo Cremonesi, Dietmar Jannach "Are we really making much progress? A worrying analysis of recent neural recommendation approaches" RecSys, 2019.
- [[コンピュータサイエンスのトップカンファレンスが示す再現性チェックリスト]]