Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning

Patrick Koch, Oleg Golovidov, Steven Gardner +3

Machine learning applications often require hyperparameter tuning. The hyperparameters usually drive both the efficiency of the model training process and the resulting model quali…