Exact learning dynamics of deep linear networks with prior knowledge

DOI10.1088/1742-5468/AD01B8MaRDI QIDQ6539417

James E. Fitzgerald, Andrew M. Saxe, Clémentine C. J. Dominé, Lukas Braun

Publication date: 14 May 2024

Published in: Journal of Cosmology and Astroparticle Physics (Search for Journal in Brave)

zbMATH Keywords

learning theorymachine learningdeep learning

Mathematics Subject Classification ID

Relativity and gravitational theory (83-XX)

Cites Work

• Mean field analysis of neural networks: a central limit theorem
• Transfer learning for reinforcement learning domains: a survey
• Overcoming catastrophic forgetting in neural networks
• Learning by on-line gradient descent
• A mean field view of the landscape of two-layer neural networks
• A mathematical theory of semantic development in deep neural networks

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