cs.LG

L\’evy-Flow Models: Heavy-Tail-Aware Normalizing Flows for Financial Risk Management

arXiv:2604.00195v1 Announce Type: new
Abstract: We introduce L\’evy-Flows, a class of normalizing flow models that replace the standard Gaussian base distribution with L\’evy process-based distributions, specifically Variance Gamma (VG) and Normal-Inv…