Wow! eBook
Automated Machine Learning: Methods, Systems, Challenges
Author(s): Frank Hutter (Editor), Lars Kotthoff (Editor), Joaquin Vanschoren (Editor)
- Publisher: Springer
- Publication Date: 23 May 2019
- Language: English
- Print length: 236 pages
- ISBN-10: 3030053199
- ISBN-13: 9783030053192
Book Description
1 Hyperparameter Optimization.- 2 Meta-Learning.- 3 Neural Architecture Search.- 4 Auto-WEKA.- 5 Hyperopt-Sklearn.- 6 Auto-sklearn.- 7 Towards Automatically-Tuned Deep Neural Networks.- 8 TPOT.- 9 The Automatic Statistician.- 10 AutoML Challenges.
