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Nature-inspired algorithms for hyperparameter optimization
Filip Glojnarić, Iztok Fister, Lucija Brezočnik
Magistrsko delo
Oznake: artificial intelligence;artificial neural networks;machine learning;nature-inspired algorithms;evolutionary algorithms;
This master thesis is focusing on the utilization of nature-inspired algorithms for hyperparameter optimization, how they work and how to use them. We present some existing methods for hyperparameter optimization as well as propose a novel method that is based on six different nature-inspired algori ...
Leto: 2019 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
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