Time Series Analysis, Time Series Forecasting, Machine Learning, Deep Learning, Research.
How SOFTS, a new MLP-based model with the innovative STar Aggregate-Dispatch (STAD) module, achieves state-of-the-art performance in multivariate time series forecasting with remarkable efficiency and scalability by reducing computational complexity from quadratic to linear. Yes I know the subtitle