Paper "multivariate time series forecasting" Papers

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CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting

Haoxin Wang, Yipeng Mo, Kunlan Xiang et al.

AAAI 2025paperarXiv:2312.06220
6
citations

VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting

Junhyeok Kang, Yooju Shin, Jae-Gil Lee

AAAI 2025paperarXiv:2501.14183
3
citations

MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting

Wanlin Cai, Yuxuan Liang, Xianggen Liu et al.

AAAI 2024paperarXiv:2401.00423
185
citations