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agarSDM21.pdf
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🔗 Source: datalab.snu.ac.kr
📊 Size: 1.77 MB
📄 Pages: 9 pages
⬇️ Downloads: 75

Summary

AttnAR (attention-based autoregression) is a novel approach for multivariate time series forecasting, addressing limitations of previous models by capturing variable-wise patterns and inter-variable correlations using separable modules, a mixed convolution extractor, and time-invariant attention maps, achieving state-of-the-art forecasting accuracy with up to 117.3 times fewer parameters than competitors.

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Description

AttnAR (attention-based autoregression) is a novel approach for multivariate time series forecasting, addressing limitations of previous models by capturing...

Technical Information

  • File Format: PDF
  • File Size: 1.77 MB
  • Pages: 9
  • Language: EN
  • Total Downloads: 75
  • Last Updated: 4 weeks ago

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