Extreme value forecasting using relevance-based data augmentation with deep learning models

Junru Hua, Rahul Ahluwalia, Rohitash Chandra

Data augmentation with generative adversarial networks (GANs) has been popular for class imbalance problems, mainly for pattern classification and computer vision-related applicati…