Do not explain without context: addressing the blind spot of model explanations

Katarzyna Woźnica, Katarzyna Pękala, Hubert Baniecki +3

The increasing number of regulations and expectations of predictive machine learning models, such as so called right to explanation, has led to a large number of methods promising…