Austin Coursey

Aspirations and Practice of ML Model Documentation: Moving the Needle with Nudging and Traceability

The documentation practice for machine-learned (ML) models often falls short of established practices for traditional software, which impedes model accountability and inadvertently abets inappropriate or misuse of models. Recently, model cards, a proposal for model documentation, have attracted notable attention, but…