Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization

1 code implementation • 2 Jul 2021 • Paulito P. Palmes, Akihiro Kishimoto, Radu Marinescu, Parikshit Ram, Elizabeth Daly

The pipeline optimization problem in machine learning requires simultaneous optimization of pipeline structures and parameter adaptation of their elements.

AutoML BIG-bench Machine Learning +1