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Improving Coherence in Hierarchical Time Series Forecasting using Structured Temporal Fusion

arXiv cs.LG ↗ · 2026-06-30 Cached

Proposes Hierarchical Temporal Fusion (HTF), an extension of the Temporal Fusion Transformer that integrates a coherence-aware loss function to ensure forecasts are consistent across hierarchical levels, achieving improved accuracy and coherence on benchmark datasets.

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