#meta-learning

Overview and Unifying Conceptualization of Automated Machine Learning

2019-09-16 Zhengying Liu, Zhen Xu, Meysam Madadi, Julio Jacques Junior, Sergio Escalera, Shangeth Rajaa, Isabelle Guyon ECML PKDD 2019 Workshop on Automating Data Science (ADS)

#AutoML #Machine Learning #Meta-learning

A novel generic mathematical formulation of AutoML unifying HPO and meta-learning, showing meta-learning addresses AutoML more fundamentally than hyperparameter optimization.