Automated Machine Learning

Towards Automatically-Tuned Deep Neural Networks

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-05318-5_7 Hector Mendoza, Aaron Klein, Matthias Feurer, J. T. Springenberg, Matthias Urban, Michael Burkart, M. Dippel, M. Lindauer, F. Hutter

Hyperopt-Sklearn

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-05318-5_5 Brent Komer, James Bergstra, C. Eliasmith

Analysis of the AutoML Challenge Series 2015-2018

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-05318-5_10 Isabelle M Guyon, Lisheng Sun-Hosoya, M. Boullé, H. Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, M. Saeed, M. Sebag, A. Statnikov, Wei-Wei Tu, E. Viegas