A new encoding of implied volatility surfaces for their synthetic generation

Zheng Gong, Wojciech Frys, Renzo Tiranti +3

In financial terms, an implied volatility surface can be described by its term structure, its skewness and its overall volatility level. We use a PCA variational auto-encoder model…