Proposed Guidelines for the Responsible Use of Explainable Machine Learning

Patrick Hall, Navdeep Gill, Nicholas Schmidt

Explainable machine learning (ML) enables human learning from ML, human appeal of automated model decisions, regulatory compliance, and security audits of ML models. Explainable ML…