Automated Machine Learning
Frank Hutter, Lars Kotthoff, Joaquin Vanschoren · The Springer series on challenges in machine learning · 2019
This open access book gives the first comprehensive overview of general methods in Automatic Machine Learning, AutoML, collects descriptions of existing AutoML systems based on these methods, and discusses the first international challenge of AutoML systems.