A Hybrid Sparrow Search Algorithm of the Hyperparameter Optimization in Deep Learning

Deep learning has been widely used in different fields such as computer vision and speech processing. The performance of deep learning algorithms is greatly affected by their hyperparameters. For complex machine learning models such as deep neural networks, it is difficult to determine their hyperpa...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Yanyan Fan, Yu Zhang, Baosu Guo, Xiaoyuan Luo, Qingjin Peng, Zhenlin Jin
Format:	Article
Language:	English
Published:	MDPI AG 2022-08-01
Subjects:	deep learning hyperparameter optimization Hybrid Sparrow Search global optimization
Online Access:	https://www.mdpi.com/2227-7390/10/16/3019