Interpretability in deep learning for finance: a case study for the Heston model

Damiano Brigo, Xiaoshan Huang, Andrea Pallavicini +1

Deep learning is a powerful tool whose applications in quantitative finance are growing every day. Yet, artificial neural networks behave as black boxes and this hinders validation…