Why assume that ANY deep learning is useful for time series forecasting ?

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1. Do We Really Need Deep Learning Models for Time Series Forecasting? https://arxiv.org/abs/2101.02118

2. Deep Learning for Road Traffic Forecasting: Does it Make a Difference?

https://arxiv.org/abs/2012.02260

3. ( a little more generally) https://www.youtube.com/watch?v=Vg1p3DouX8w&t=828s&ab_channel=EamonnKeogh