Introduces marginal and alternating suboptimal grid search methods for DNN hyperparameter tuning in fiber OC and FSO systems, claiming reduced computation load with favorable performance.
J., Gomez, G., & Garrido -Balsells, J
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Novel Suboptimal approaches for Hyperparameter Tuning of Deep Neural Network [under the shelf of Optical Communication]
Introduces marginal and alternating suboptimal grid search methods for DNN hyperparameter tuning in fiber OC and FSO systems, claiming reduced computation load with favorable performance.