notesum.ai

Published at October 31

LSEAttention is All You Need for Time Series Forecasting

cs.LG

cs.AI

Released Date: October 31, 2024

Authors: Dizhen Liang¹

Aff.: ¹Unknown Institution

Arxiv: http://arxiv.org/abs/2410.23749v2

Hyperparameter	Values
Batch size	8
Initial learning rate	0.5 to 0.00001
Number of heads	4 to 16
Head dropout rate	0, 0.2, 0.3
Input sequence length	336
Prediction length	96, 192, 336, 720