Precision Machine Learning

We explore unique considerations involved in fitting machine learning (ML) models to data with very high precision, as is often required for science applications. We empirically compare various function approximation methods and study how they <i>scale</i> with increasing parameters and...

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Bibliographic Details
Main Authors: Eric J. Michaud, Ziming Liu, Max Tegmark
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/1/175