Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization

Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization. Masserano, L., Ansari, A. F., Han, B., Zhang, X., Faloutsos, C., Mahoney, M. W., Wilson, A. G., Park, Y., Rangapuram, S. S., Maddix, D. C., & Wang, Y. CoRR, 2024.

Paper doi bibtex

@article{DBLP:journals/corr/abs-2412-05244,
  author       = {Luca Masserano and
                  Abdul Fatir Ansari and
                  Boran Han and
                  Xiyuan Zhang and
                  Christos Faloutsos and
                  Michael W. Mahoney and
                  Andrew Gordon Wilson and
                  Youngsuk Park and
                  Syama Sundar Rangapuram and
                  Danielle C. Maddix and
                  Yuyang Wang},
  title        = {Enhancing Foundation Models for Time Series Forecasting via Wavelet-based
                  Tokenization},
  journal      = {CoRR},
  volume       = {abs/2412.05244},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2412.05244},
  doi          = {10.48550/ARXIV.2412.05244},
  eprinttype    = {arXiv},
  eprint       = {2412.05244},
  timestamp    = {Tue, 14 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2412-05244.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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