Automated Machine Learning - The Springer Series on Challenges in Machine Learning
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Published By Springer International Publishing

9783030053178, 9783030053185
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scholarly journals Towards Automatically-Tuned Deep Neural Networks

2019 ◽  
pp. 135-149 ◽  
Author(s):  
Hector Mendoza ◽  
Aaron Klein ◽  
Matthias Feurer ◽  
Jost Tobias Springenberg ◽  
Matthias Urban ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks

scholarly journals The Automatic Statistician

2019 ◽  
pp. 161-173 ◽  
Author(s):  
Christian Steinruecken ◽  
Emma Smith ◽  
David Janz ◽  
James Lloyd ◽  
Zoubin Ghahramani

scholarly journals Auto-sklearn: Efficient and Robust Automated Machine Learning

2019 ◽  
pp. 113-134 ◽  
Author(s):  
Matthias Feurer ◽  
Aaron Klein ◽  
Katharina Eggensperger ◽  
Jost Tobias Springenberg ◽  
Manuel Blum ◽  
...  
Keyword(s):  
Machine Learning ◽  
Automated Machine Learning

scholarly journals Analysis of the AutoML Challenge Series 2015–2018

2019 ◽  
pp. 177-219 ◽  
Author(s):  
Isabelle Guyon ◽  
Lisheng Sun-Hosoya ◽  
Marc Boullé ◽  
Hugo Jair Escalante ◽  
Sergio Escalera ◽  
...  

scholarly journals Hyperopt-Sklearn

2019 ◽  
pp. 97-111 ◽  
Author(s):  
Brent Komer ◽  
James Bergstra ◽  
Chris Eliasmith

scholarly journals Neural Architecture Search

2019 ◽  
pp. 63-77 ◽  
Author(s):  
Thomas Elsken ◽  
Jan Hendrik Metzen ◽  
Frank Hutter
Keyword(s):  
Neural Architecture
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