All ebooks in the collection "The Springer Series on Challenges in Machine Learning" - Springer

Automated Machine Learning

Frank Hutter , Lars Kotthoff , Joaquin Vanschoren

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The...