Controllable Generation of Implied Volatility Surfaces with Variational Autoencoders

Jing Wang, Shuaiqiang Liu, Cornelis Vuik

This paper presents a deep generative modeling framework for controllably synthesizing implied volatility surfaces (IVSs) using a variational autoencoder (VAE). Unlike conventional…