Epistemic values in feature importance methods: Lessons from feminist epistemology

Leif Hancox-Li, I. Elizabeth Kumar

As the public seeks greater accountability and transparency from machine learning algorithms, the research literature on methods to explain algorithms and their outputs has rapidly…