Counterfactual Generation

New ConTex framework offers real-time counterfactual explanations for time series forecasting

Researchers have developed ConTex, a novel framework for generating counterfactual explanations in time series forecasting. Unlike previous methods that relied on instance-wise optimization, ConTex reformulates the prob…