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20082025
most citedReconciling modern machine learning practice and the bias-variance trade-off

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cs.LG2025

Dimension lower bounds for linear approaches to function approximation

Daniel Hsu

This short note presents a linear algebraic approach to proving dimension lower bounds for linear methods that solve function approximation problems. The basic argument has a…