Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions

Kasun Amarasinghe, Kit Rodolfa, Hemank Lamba +1

Explainability is highly-desired in Machine Learning (ML) systems supporting high-stakes policy decisions in areas such as health, criminal justice, education, and employment. Whil…