Steven Gardner

Publication Activity (10 Years)

Years Active: 2018-2019
Publications (10 Years): 4

Top Topics

Multiobjective Optimization

Pareto Frontier

Derivative Free

Multi Objective Genetic Algorithm

Top Venues

Publications

Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu
Constrained Multi-Objective Optimization for Automated Machine Learning. CoRR (2019)
Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu
Constrained Multi-Objective Optimization for Automated Machine Learning. DSAA (2019)
Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu
Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning. KDD (2018)
Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu
Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning. CoRR (2018)