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An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks

Lizhi Liao, Heng Li, Weiyi Shang and Lei Ma

Article (2022)

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Department: Department of Computer Engineering and Software Engineering
PolyPublie URL: https://publications.polymtl.ca/51117/
Journal Title: ACM Transactions on Software Engineering and Methodology (vol. 31, no. 3)
Publisher: Association for Computing Machinery
DOI: 10.1145/3506695
Official URL: https://doi.org/10.1145/3506695
Date Deposited: 18 Apr 2023 14:58
Last Modified: 05 Apr 2024 11:55
Cite in APA 7: Liao, L., Li, H., Shang, W., & Ma, L. (2022). An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks. ACM Transactions on Software Engineering and Methodology, 31(3), 1-40. https://doi.org/10.1145/3506695

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