Modeling Extremes with d-max-decreasing Neural Networks

Ali Hasan, Khalil Elkhalil, Yuting Ng +4

We propose a novel neural network architecture that enables non-parametric calibration and generation of multivariate extreme value distributions (MEVs). MEVs arise from Extreme Va…