SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models

Suhan Guo, Jiahong Deng, Mengjun Yi +2

Attention-based architectures have achieved superior performance in multivariate time series forecasting but are computationally expensive. Techniques such as patching and adaptive…