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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
Lei Ma
Published in:
ACM Trans. Softw. Eng. Methodol. (2022)
Keyphrases
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neural network
mathematical model
computational model
optimization process
statistical model
cost function
probabilistic model
optimization problems
theoretical framework
objective function
model selection
data sets
pattern recognition
experimental data
formal model
bp neural network
high level
optimization model