Evolving Executable Pipeline Programs for AutoML with Language Models

Sofoklis Kitharidis, Cor J. Veenman, Jan N. van Rijn +2

Automated machine learning (AutoML) systems search for pipelines within a space of preprocessing operators, learners, and hyper-parameters specified in advance: they can select and…