Deep calibration with random grids

Fabio Baschetti, Giacomo Bormetti, Pietro Rossi

We propose a neural network-based approach to calibrating stochastic volatility models, which combines the pioneering grid approach by Horvath et al. (2021) with the pointwise two-…