Asymptotics of representation learning in finite Bayesian neural networks*

DOI10.1088/1742-5468/ac98a6OpenAlexW3172130470MaRDI QIDQ5055422

Benjamin S. Ruben, Abdulkadir Canatar, Jacob A. Zavatone-Veth, Cengiz Pehlevan

Publication date: 13 December 2022

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2106.00651

zbMATH Keywords

machine learning

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Uses Software

• PyTorch

Cites Work

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• Bayesian learning for neural networks
• The Principles of Deep Learning Theory
• The Evaluation of the Collision Matrix

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