Don’t Learn the Shape: Forecasting Periodic Time Series by Rank-1 Decomposition
arXiv:2605.07222v1 Announce Type: new
Abstract: How few parameters do we really need to forecast a periodic time series? An hourly electricity series, reshaped as a 24-row matrix with one column per day, is approximately rank-1: a daily shape modulate…