Efficient Interpretable Nonlinear Modeling for Multiple Time Series

Kevin Roy, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano

Predictive linear and nonlinear models based on kernel machines or deep neural networks have been used to discover dependencies among time series. This paper proposes an efficient…