RecordNumber
103387
Title
Automated machine learning methods, systems, challenges
SubTitle
methods, systems, challenges
Author Statement
Frank Hutter, Lars Kotthoff, Joaquin Vanschoren, editors
Publication
Cham, Switzerland : Springer
Publication Year
2019
Collation
1 online resource (xiv, 219 pages) illustrations (some color)
Series
The Springer series on challenges in machine learning, 2520-131X
Notes
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
Subject
Machine learning.
ADDED ENTRIES
AU Hutter, Frank, , AU Kotthoff, Lars, , AU Vanschoren, Joaquin, , CO Ohio Library and Information Network. , SE Springer series on challenges in machine learning.
Main Class
006
Sub Class
.31
Cutter no
A941
Date
2019
واردكننده اطلاعات
سمانه گوهري