Kernel-based Prediction of Non-Markovian Time Series

Faheem Gilani, Dimitrios Giannakis, John Harlim

A nonparametric method to predict non-Markovian time series of partially observed dynamics is developed. The prediction problem we consider is a supervised learning task of finding…