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Georgios Gavrilopoulos

1 paper hereh-index 26 citations2 works total

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math.ST2024

A Geometrical Analysis of Kernel Ridge Regression and its Applications

Georgios Gavrilopoulos, Guillaume Lecué, Zong Shang

We obtain upper bounds for the estimation error of Kernel Ridge Regression (KRR) for all non-negative regularization parameters, offering a geometric perspective on various phenome…

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