On Validating, Repairing and Refining Heuristic ML Explanations

Alexey Ignatiev, Nina Narodytska, Joao Marques-Silva

Recent years have witnessed a fast-growing interest in computing explanations for Machine Learning (ML) models predictions. For non-interpretable ML models, the most commonly used…