Adding a gating network on top of N-BEATS block outputs gives modest SMAPE improvements on some heterogeneous benchmark series, but the gains are small and not statistically validated.
International Journal of Forecasting27(3), 822–844 (Jul 2011)
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N-BEATS-MOE: N-BEATS with a Mixture-of-Experts Layer for Heterogeneous Time Series Forecasting
Adding a gating network on top of N-BEATS block outputs gives modest SMAPE improvements on some heterogeneous benchmark series, but the gains are small and not statistically validated.