Reproducibility Beyond Artifacts: Interactional Support for Collaborative Machine Learning

Zhiwei Li, Carl Kesselman

Machine learning (ML) reproducibility is often framed as a problem of incomplete artifact recording. This framing leads to systems that prioritize capturing datasets, code, configu…