Control of Overfitting with Physics

While there are many works on the applications of machine learning, not so many of them are trying to understand the theoretical justifications to explain their efficiency. In this work, overfitting control (or generalization property) in machine learning is explained using analogies from physics an...

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Bibliographic Details
Main Authors: Sergei V. Kozyrev, Ilya A. Lopatin, Alexander N. Pechen
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/26/12/1090
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