Latent-Space No-Arbitrage Geometry of Generative Models for Implied Volatility Surfaces

Jing Wang, Shuaiqiang Liu, Cornelis Vuik

Generative models for implied volatility surfaces must produce outputs that satisfy static no-arbitrage constraints. We study these constraints in latent space. For a fixed generat…