Leveraging KANs for Expedient Training of Multichannel MLPs via Preconditioning and Geometric Refinement

Jonas A. Actor, Graham Harper, Ben Southworth +1

Multilayer perceptrons (MLPs) are a workhorse machine learning architecture, used in a variety of modern deep learning frameworks. However, recently Kolmogorov-Arnold Networks (KAN…