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News/Accurate and Efficient Multi-Channel Time Series Forecasting via Sparse Attention Mechanism
arxiv
PublishedOctober 19, 2026 at 4:00 AM

Accurate and Efficient Multi-Channel Time Series Forecasting via Sparse Attention Mechanism

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arXiv:2603.18712v2 Announce Type: replace Abstract: The task of multi-channel time series forecasting is ubiquitous in numerous fields such as finance, supply chain management, and energy planning. It is critical to effectively capture complex dynamic dependencies within and between channels for acc

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