Fast Derivative Valuation from Volatility Surfaces using Machine Learning

Lijie Ding, Egang Lu, Kin Cheung

We introduce a fast and flexible Machine Learning (ML) framework for pricing derivative products whose valuation depends on volatility surfaces. By parameterizing volatility surfac…