Explainable time-series forecasting with sampling-free SHAP for Transformers

Matthias Hertel, Sebastian Pütz, Ralf Mikut +2

Time-series forecasts are essential for planning and decision-making in many domains. Explainability is key to building user trust and meeting transparency requirements. Shapley Ad…