OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling

Yifan Zhang, Qingsong Wen, Xue Wang, Weiqi Chen, Liang Sun, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan. OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{ZhangWWCSZWJT23,
  title = {OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling},
  author = {Yifan Zhang and Qingsong Wen and Xue Wang and Weiqi Chen and Liang Sun and Zhang Zhang and Liang Wang and Rong Jin and Tieniu Tan},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/dd6a47bc0aad6f34aa5e77706d90cdc4-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ZhangWWCSZWJT23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}