Survey of explainable machine learning with visual and granular methods beyond quasi-explanations

Boris Kovalerchuk, Muhammad Aurangzeb Ahmad, Ankur Teredesai

This paper surveys visual methods of explainability of Machine Learning (ML) with focus on moving from quasi-explanations that dominate in ML to domain-specific explanation support…