Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos

DOI10.1007/s13398-023-01411-zOpenAlexW4322765648WikidataQ122745151 ScholiaQ122745151MaRDI QIDQ2687674

Pablo Arias, Jean-Michel Morel, Adrien Courtois

Publication date: 7 March 2023

Published in: Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2211.03566

zbMATH Keywords

neural networksmachine learninggradient descentkernel machineneural tangent kernelplanar topology

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• Adam
• t-SNE
• U-Net

Cites Work

• t-SNE
• Kernel methods in machine learning
• Support-vector networks
• Processing simple geometric attributes with autoencoders
• 10.1162/153244303321897690
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