Markov Chain Decoders Overcome the Heavy-Tail Limitations of Lipschitz Generative Models

Abdelhakim Ziani, Andras Horvath, Paolo Ballarini

Heavy-tailed distributions are prevalent in performance evaluation, network traffic, and risk modeling. This behavior poses a fundamental challenge for modern deep generative model…