Kotthoff, Lars

Automated Machine Learning: Methods, Systems, Challenges

by Hutter, Frank, Kotthoff, Lars, Vanschoren, Joaquin

fromThe Springer series on challenges in machine learning

0 Type: Book

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 recent s…

Automated Machine Learning: Methods, Systems, Challenges

by Hutter, Frank, Kotthoff, Lars, Vanschoren, Joaquin

fromThe Springer series on challenges in machine learning

0 Type: Book

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 recent s…