DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions

Fernando Moreno-Pino, Stefan Zohren

Volatility forecasts play a central role among equity risk measures. Besides traditional statistical models, modern forecasting techniques based on machine learning can be employed…