Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
for accuracy. Despite these critiques, the experiments done by the authors detail a clear breakdown of the flaws of transformers. These are large, very complex models that overfit easily on time series data. While they work well for language processing and other tasks, the permutation-invariant