XicorAttention: Time Series Transformer Using Attention with Nonlinear Correlation

Daichi Kimura, Tomonori Izumitani, Hisashi Kashima

Various Transformer-based models have been proposed for time series forecasting. These models leverage the self-attention mechanism to capture long-term temporal or variate depende…