ICML "multivariate time series forecasting" Papers

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Conference

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CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables

Jiecheng Lu, Xu Han, Sun et al.

ICML 2024oralarXiv:2403.01673

Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling

Guoqi Yu, Jing Zou, Xiaowei Hu et al.

ICML 2024posterarXiv:2402.12694