Financial Tail Risk Beyond Lipschitz Continuity via Semi-Discrete Optimal Transport

Ryan M. Engel, Kibaek Lee, Namid Stillman

Financial returns are heavy-tailed, and accurate tail risk estimation is central to portfolio risk management. Modern neural generators sample by pushing a simple base distribution…