On the Consistency and Robustness of Saliency Explanations for Time Series Classification

Chiara Balestra, Bin Li, Emmanuel Müller

Interpretable machine learning and explainable artificial intelligence have become essential in many applications. The trade-off between interpretability and model performance is t…