BSAT: B-Spline Adaptive Tokenizer for Long-Term Time Series Forecasting

Maximilian Reinwardt, Michael Eichelbeck, Matthias Althoff

Long-term time series forecasting using transformers is hampered by the quadratic complexity of self-attention and the rigidity of uniform patching, which may be misaligned with th…