Interpretation of artificial neural network overtraining using tropical geometry

DOI10.1007/S10598-023-09565-6OpenAlexW4315621805MaRDI QIDQ2694184

G. V. Kormakov

Publication date: 28 March 2023

Published in: Computational Mathematics and Modeling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10598-023-09565-6

zbMATH Keywords

neural networksmachine learningtropical mathematicsdeep learningovertrainingmodels

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Uses Software

• ElemStatLearn

Cites Work

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• Visual Feature Extraction by a Multilayered Network of Analog Threshold Elements
• Tropical algebraic geometry

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