TimePro forecasts long multivariate series by scanning across variables with a Mamba-like model, then tuning each variable's hidden state at adaptively chosen time points.
Diagonal state spaces are as effective as structured state spaces
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TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state
TimePro forecasts long multivariate series by scanning across variables with a Mamba-like model, then tuning each variable's hidden state at adaptively chosen time points.