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EML Trees are Universal Approximators [R]

Via r/MachineLearning
Monday, Jun 29, 2026 · 11:16AM
Summary

Hey! The EML function made the rounds recently on the internet as a “cool trick” that allows for the representation of all elementary functions through composition. As a mathematical curiosity, we prove a universal approximation theorem for EML(-type) trees. Intuitively, one expects that if elementa

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