Paulito P. Palmes

Searching for Machine Learning Pipelines Using a Context-Free Grammar

AutoML automatically selects, composes and parameterizes machine learning algorithms into a workflow or pipeline of operations that aims at maximizing performance on a given dataset. Although current methods for AutoML achieved impressive results they mostly concentrate on optimizing fixed linear wo…