Neural Landscape for Option Modelling

Machine Learning in Finance I

Introduction

Traditionally, pricing and hedging methods were selected based on their tractability as opposed to their accuracy. Indeed, the speed of calibration is a fundamental constraint, especially when one wants to extend away from the simplest Black-Scholes setting.  The Black-Scholes formula is concise and simple to understand and therefore widely …