Brett Wujek

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Sample Selection

Solving Multi Objective Optimization Problems

Machine Learning

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Patrick Koch, Brett Wujek, Jun Liu, Jun Huan, Tao Wang
The Sixth International Workshop on Automation in Machine Learning. KDD (2022)
Xu Chen, Brett Wujek
A Unified Framework for Automatic Distributed Active Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Tao Wang, Patrick Koch, Brett Wujek, Jun Liu, Hai Li
The Fifth International Workshop on Automation in Machine Learning. KDD (2021)
Xu Chen, Brett Wujek
AutoDAL: Distributed Active Learning with Automatic Hyperparameter Selection. AAAI (2020)
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)