Position: The Inevitable End of One-Architecture-Fits-All-Domains in Time Series Forecasting

Qinwei Ma, Jingzhe Shi, Jiahao Qiu +1

Recent work has questioned the effectiveness and robustness of neural network architectures for time series forecasting tasks. We summarize these concerns and analyze groundly thei…