Leaky-integrator reconstruction: taming error accumulation in recursive differenced time-series forecasting.

arXiv:2609.23378v2 Announce Type: replace Abstract: Recursive differenced forecasting, the standard remedy for non-stationarity, predicts one-step changes and integrates them by cumulative summation. We show that this reconstruction is a discrete integrator wi