Phase-Type Variational Autoencoders for Heavy-Tailed Data

Abdelhakim Ziani, András Horváth, Paolo Ballarini

Heavy-tailed distributions are ubiquitous in real-world data, where rare but extreme events dominate risk and variability. However, standard Variational Autoencoders (VAEs) employ…