Kolmogorov-Arnold Networks for Time Series Granger Causality Inference

Meiliang Liu, Yunfang Xu, Zijin Li +4

We propose the Granger causality inference Kolmogorov-Arnold Networks (KANGCI), a novel architecture that extends the recently proposed Kolmogorov-Arnold Networks (KAN) to the doma…