Sliding-Window Signatures as Features for Time Series Forecasting

Nina Drobac, Margaux Brégère, Margaux Br{é}g{è}re +2

The evolution of a time series is often influenced not only by its past values but also by external covariates, giving rise to forecasting with exogenous variables. Nonlinear and d…