Fig. 5: A KAN before and after pruning.
From: Interpretable Kolmogorov-Arnold networks for enzyme commission number prediction
Pruning removes the irrelevant connections of the network, allowing the model to contain fewer parameters and to perform faster predictions without retraining it.
