A machine learning search for optimal GARCH parameters

Luke De Clerk, Sergey Savl'ev

Here, we use Machine Learning (ML) algorithms to update and improve the efficiencies of fitting GARCH model parameters to empirical data. We employ an Artificial Neural Network (AN…