Constrained Multi-Objective Optimization for Automated Machine Learning

no code implementations • 14 Aug 2019 • Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu

In this work, we present a framework called Autotune that effectively handles multiple objectives and constraints that arise in machine learning problems.

BIG-bench Machine Learning Distributed Computing