Nonequilibrium thermodynamics of self-supervised learning

DOI10.1016/J.PHYSLETA.2021.127756OpenAlexW3168995065MaRDI QIDQ2236536

Domingos S. P. Salazar

Publication date: 25 October 2021

Published in: Physics Letters. A (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2106.08981

zbMATH Keywords

artificial intelligencestatistical mechanicsmachine learning

Mathematics Subject Classification ID

Quantum theory (81-XX) Statistical mechanics, structure of matter (82-XX)

Cites Work

• Unnamed Item
• Stochastic energetics
• Reducing the Dimensionality of Data with Neural Networks
• Solving the quantum many-body problem with artificial neural networks
• Optimal errors and phase transitions in high-dimensional generalized linear models
• A Fast Learning Algorithm for Deep Belief Nets

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