Understanding Disparities in Post Hoc Machine Learning Explanation

Vishwali Mhasawade, Salman Rahman, Zoe Haskell-Craig +1

Previous work has highlighted that existing post-hoc explanation methods exhibit disparities in explanation fidelity (across 'race' and 'gender' as sensitive attributes), and while…