A Primer on Kolmogorov-Arnold Networks (KANs) for Probabilistic Time Series Forecasting

Cristian J. Vaca-Rubio, Roberto Pereira, Luis Blanco +2

This work introduces Probabilistic Kolmogorov-Arnold Network (P-KAN), a novel probabilistic extension of Kolmogorov-Arnold Networks (KANs) for time series forecasting. By replacing…