# Comprehensive analysis of gradient-based hyperparameter optimization algorithms

> Research article (Annals of Operations Research, 2019) · cited 26× · AI/ML

**Wikidata**: [openalex:W2948308156](https://www.wikidata.org/wiki/openalex:W2948308156)  
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