Neural Controlled Differential Equations for Irregular Time Series
Well-understood mathematics + Neural Ordinary Differential Equations = State-of-the-art models for time series!
Code: https://github.com/patrick-kidger/Neu...
Paper: https://arxiv.org/abs/2005.08926
This presentation prepared for the Machine Learning Summer School 2020 in Tübingen.