Deep Smoothing of the Implied Volatility Surface

Damien Ackerer, Natasa Tagasovska, Thibault Vatter

We present a neural network (NN) approach to fit and predict implied volatility surfaces (IVSs). Atypically to standard NN applications, financial industry practitioners use such m…