Browsing 2024 International Conference "Electrical, Electronic and Information Sciences“ (eStream) by Institution "Faculty of Informatics"

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    • Exploration of Genetic Algorithm-Driven Hyperparameter Optimization for Convolutional Neural Networks 

      Narmontas, Audrius; Jankevičiūtė, Rūta; Bliujus, Tomas; Vaičekauskas, Evaldas; Abromavičius, Vytautas (2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)
      Convolutional Neural Networks (CNNs) have been widely used in artificial intelligence (AI) research. However, the time-intensive nature of hyperparameter optimization remains a major challenge. In this study, we investigated ...