"long-term forecasting" Papers
5 papers found
MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
Jiaming Ma, Binwu Wang, Qihe Huang et al.
NeurIPS 2025poster
Consistent Long-Term Forecasting of Ergodic Dynamical Systems
Vladimir Kostic, Karim Lounici, Prune Inzerilli et al.
ICML 2024poster
Latent Space Symmetry Discovery
Jianke Yang, Nima Dehmamy, Robin Walters et al.
ICML 2024poster
Loss Shaping Constraints for Long-Term Time Series Forecasting
Ignacio Hounie, Javier Porras-Valenzuela, Alejandro Ribeiro
ICML 2024poster
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 2024poster