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Matrix Profile-Guided Mixture of Experts (MP-MoE)

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Matrix Profile-Guided Mixture of Experts (MP-MoE)

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A Mixture of Experts framework for time-series forecasting guided by a structural-aware Matrix Profile objective to improve alignment resilience.

Why It Matters

It is the central novel architecture proposed in the paper, integrating structural-aware loss into a MoE framework for improved time-series alignment in forecasting.

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