DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting

Author:

Zhao Lifan1ORCID,Kong Shuming1ORCID,Shen Yanyan1ORCID

Affiliation:

1. Shanghai Jiao Tong University, Shanghai, China

Funder

National Key Research and Development Program of China

SJTU Global Strategic Partnership Fund

Shanghai Municipal Science and Technology Major Project

Publisher

ACM

Reference36 articles.

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2. Massimo Caccia , Pau Rodríguez , Oleksiy Ostapenko , Fabrice Normandin , Min Lin , Lucas Page-Caccia , Issam Hadj Laradji , Irina Rish, Alexandre Lacoste, David Vázquez, and Laurent Charlin. 2020 . Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning. In NeurIPS. https://proceedings.neurips.cc/paper/2020/hash/ c0a271bc0ecb776a094786474322cb82-Abstract.html Massimo Caccia, Pau Rodríguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Page-Caccia, Issam Hadj Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, and Laurent Charlin. 2020. Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning. In NeurIPS. https://proceedings.neurips.cc/paper/2020/hash/ c0a271bc0ecb776a094786474322cb82-Abstract.html

3. Junyoung Chung , Caglar Gulcehre , KyungHyun Cho , and Yoshua Bengio . 2014. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. (Dec . 2014 ). arXiv:1412.3555 [cs.NE] Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio. 2014. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. (Dec. 2014). arXiv:1412.3555 [cs.NE]

4. AdaRNN

5. Yingjun Du , Xiantong Zhen , Ling Shao , and Cees G. M. Snoek . 2021. MetaNorm: Learning to Normalize Few-Shot Batches Across Domains . In International Conference on Learning Representations. https://openreview.net/forum?id=9z_dNsC4B5t Yingjun Du, Xiantong Zhen, Ling Shao, and Cees G. M. Snoek. 2021. MetaNorm: Learning to Normalize Few-Shot Batches Across Domains. In International Conference on Learning Representations. https://openreview.net/forum?id=9z_dNsC4B5t

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