AI RESEARCH
A Practitioner's Guide to Kolmogorov-Arnold Networks
arXiv CS.AI
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ArXi:2510.25781v4 Announce Type: replace-cross Kolmogoro-Arnold Networks (KANs), whose design is inspired-rather than dictated-by the Kolmogoro superposition theorem, have emerged as a structured alternative to MLPs. This review provides a systematic and comprehensive overview of the rapidly expanding KAN literature.