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Line 148: === Others === [[Radial basis function\|RBF]]<ref name=abs1705.08520>{{cite arXiv \|eprint=1705.08520\|last1=Diaz\|first1=Gonzalo\|title=An effective algorithm for hyperparameter optimization of neural networks\|last2=Fokoue\|first2=Achille\|last3=Nannicini\|first3=Giacomo\|last4=Samulowitz\|first4=Horst\|class=cs.AI\|year=2017}}</ref> and [[spectral method\|spectral]]<ref name=abs1706.00764>{{cite arXiv \|eprint=1706.00764\|last1=Hazan\|first1=Elad\|title=Hyperparameter Optimization: A Spectral Approach\|last2=Klivans\|first2=Adam\|last3=Yuan\|first3=Yang\|class=cs.LG\|year=2017}}</ref>, and OPTUNA <ref>{{cite journal \|last1=Imani \|first1=M. \|last2=Arabnia \|first2=H.R. \|title=Hyperparameter Optimization and Combined Data Sampling Techniques in Machine Learning for Customer Churn Prediction: A Comparative Analysis \|journal=Technologies \|volume=11 \|year=2023 \|issue=6 \|pages=167 \|doi=10.3390/technologies11060167 \|url=https://doi.org/10.3390/technologies11060167 }}</ref> approaches have also been developed. == Issues with hyperparameter optimization ==

Hyperparameter optimization: Difference between revisions