I. Elizabeth Kumar

Problems with Shapley-value-based explanations as feature importance measures

Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle Friedler, 2020, ICML.

Epistemic values in feature importance methods: Lessons from feminist epistemology

Leif Hancox-Li, I. Elizabeth Kumar, Leif Hancox-Li, 2021, FAccT.