Bayesian RG flow in neural network field theories

The Neural Network Field Theory correspondence (NNFT) is a mapping from neural network (NN) architectures into the space of statistical field theories (SFTs). The Bayesian renormalization group (BRG) is an information-theoretic coarse graining scheme that generalizes the principles of the exact reno...

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Bibliographic Details
Main Author: Jessica N. Howard, Marc S. Klinger, Anindita Maiti, Alexander G. Stapleton
Format: Article
Language:English
Published: SciPost 2025-03-01
Series:SciPost Physics Core
Online Access:https://scipost.org/SciPostPhysCore.8.1.027
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