most citedA Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization

4 citations · 4 across the 1 of their papers we have counts for

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1 paper

cs.NE2025★ 4 cited

A Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization

Chul Kim, Inwhee Joe

This paper proposes a new method for hyperparameter optimization (HPO) that balances exploration and exploitation. While evolutionary algorithms (EAs) show promise in HPO, they oft…