A convolutional framework for detecting event-driven dynamics in energy price series

Caixia Xu, Piotr Fryzlewicz

This paper develops a general convolutional neural network (CNN) framework for detecting heterogeneous event-driven dynamics in univariate time series windows. We show that the ind…