Alex Shtoff personal blog

Are polynomial features the root of all evil? (2024)

High-degree polynomial features aren’t inherently unstable: the power basis and unscaled inputs are. This post shows how regularization and Bernstein polynomials make polynomial regression behave.
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Math & AlgorithmsAI & Machine Learning2025

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Apr 22, 2025Are polynomial features the root of all evil? (2024) by Areibman18877

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