Finance-Informed Neural Network: Learning the Geometry of Option Pricing

Amine M. Aboussalah, Xuanze Li, Cheng Chi +1

We propose a Finance-Informed Neural Network (FINN) for option pricing and hedging that integrates financial theory directly into machine learning. Instead of training on observed…