Resource-Aware Pareto-Optimal Automated Machine Learning Platform

no code implementations • 30 Oct 2020 • Yao Yang, Andrew Nam, Mohamad M. Nasr-Azadani, Teresa Tung

In this study, we introduce a novel platform Resource-Aware AutoML (RA-AutoML) which enables flexible and generalized algorithms to build machine learning models subjected to multiple objectives, as well as resource and hard-ware constraints.

Bayesian Optimization BIG-bench Machine Learning +1