Choudhary, Vedant; Jaimungal, Sebastian; Bergeron, Maxime - 2023
Here, we introduce a new approach for generating sequences of implied volatility (IV) surfaces across multiple assets that is faithful to historical prices. We do so using a combination of functional data analysis and neural stochastic differential equations (SDEs) combined with a probability...