Deep Local Volatility

Deep learning for option pricing has emerged as a novel methodology for fast computations with applications in calibration and computation of Greeks. However, many of these approaches do not enforce any no-arbitrage conditions, and the subsequent local volatility surface is never considered. In this...

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Bibliographic Details
Main Authors: Marc Chataigner, Stéphane Crépey, Matthew Dixon
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/8/3/82