SSDNet: State Space Decomposition Neural Network for Time Series Forecasting

Yang Lin, Irena Koprinska, Mashud Rana

In this paper, we present SSDNet, a novel deep learning approach for time series forecasting. SSDNet combines the Transformer architecture with state space models to provide probab…