Delay-SDE-net: A deep learning approach for time series modelling with memory and uncertainty estimates

Mari Dahl Eggen, Alise Danielle Midtfjord

To model time series accurately is important within a wide range of fields. As the world is generally too complex to be modelled exactly, it is often meaningful to assess the proba…