Self-Interpretable Time Series Prediction with Counterfactual Explanations

Jingquan Yan, Hao Wang

Interpretable time series prediction is crucial for safety-critical areas such as healthcare and autonomous driving. Most existing methods focus on interpreting predictions by assi…