Forecasting Implied Volatility Smile Surface via Deep Learning and Attention Mechanism

Shengli Chen, Zili Zhang

The implied volatility smile surface is the basis of option pricing, and the dynamic evolution of the option volatility smile surface is difficult to predict. In this paper, attent…