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Grammatical evolution-driven algorithm for efficient and automatic hyperparameter optimisation of neural networks

Published in University of Limerick Institutional Repository (University of Limerick) • Jan 1, 2023
Authors:
Vaidya, Gauri
,
KSHIRSAGAR, MEGHANA
,
RYAN, CONOR

Abstract

Neural networks have revolutionised the way we approach problem solving across multiple domains; however, their effective design and efficient use of computational resources is still a challenging task. One of the most important factors influencing this process is model hyperparameters which vary si...

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