Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation

Giorgio Morales, John W. Sheppard

Accurate uncertainty quantification is necessary to enhance the reliability of deep learning models in real-world applications. In the case of regression tasks, prediction interval…