Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning. - Patrick Koch; Oleg Golovidov; Steven Gardner; Brett Wujek; Joshua Griffin; Yan Xu (KDD, 2018)

Constrained Multi-Objective Optimization for Automated Machine Learning. - Steven Gardner; Oleg Golovidov; Joshua Griffin; Patrick Koch; Wayne Thompson; Brett Wujek; Yan Xu (DSAA, 2019)