Hyperparameter Optimization in Machine Learning
Published in Foundations and Trends® in Machine Learning • Jan 1, 2025
NobleIDNI1P69W05R37S65
Authors:,,
Luca Franceschi
Michele Donini
Valerio Perrone
Abstract
Hyperparameters are configuration variables controlling the behavior of machine learning algorithms. They are ubiquitous in machine learning and artificial intelligence and the choice of their values determines the effectiveness of systems based on these technologies. Manual hyperparameter search is...
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