Poster "long-term forecasting" Papers
6 papers found
Conference
Learning Chaos In A Linear Way
Xiaoyuan Cheng, Yi He, Yiming Yang et al.
ICLR 2025arXiv:2503.14702
8
citations
MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
Jiaming Ma, Binwu Wang, Qihe Huang et al.
NEURIPS 2025
Consistent Long-Term Forecasting of Ergodic Dynamical Systems
Vladimir Kostic, Karim Lounici, Prune Inzerilli et al.
ICML 2024arXiv:2312.13426
12
citations
Latent Space Symmetry Discovery
Jianke Yang, Nima Dehmamy, Robin Walters et al.
ICML 2024arXiv:2310.00105
22
citations
Loss Shaping Constraints for Long-Term Time Series Forecasting
Ignacio Hounie, Javier Porras-Valenzuela, Alejandro Ribeiro
ICML 2024arXiv:2402.09373
3
citations
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov et al.
ICML 2024arXiv:2402.10198
56
citations