Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting ​

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Authors: Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
Year: 2021
Journal: AAAI
DOI: 10.1609/aaai.v35i12.17325
Publisher: https://arxiv.org/abs/2012.07436

Keywords: informer, transformer

Abstract ​

We present Informer for long sequence time series forecasting.

Cite this paper ​

@misc{informer2021,
  title  = {Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting},
  author = {Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang},
  year   = {2021},
  journal = {AAAI},
  doi    = {10.1609/aaai.v35i12.17325},
  url    = {https://doi.org/10.1609/aaai.v35i12.17325},
}

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