Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter Tuning

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  1. Department of Statistics
  2. Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter Tuning

Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter Tuning

TitleBayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter Tuning
Publication TypeConference Paper
Year of Publication2018
AuthorsWang, W, Welch, WJ
Conference NameProceedings of AutoML 2018 @ ICML/IJCAI-ECAI
URLhttps://sites.google.com/site/automl2018icml/accepted-papers/59.pdf
Refereed DesignationRefereed