- Universal Unsupervised Transfer Learning through Non-negative Matrix Factorization [pdf]
Ievgen Redko, Younès Bennani
- Automatic Differentiation of Algorithms for Machine Learning [pdf]
Atilim Gunes Baydin, Barak Pearlmutter
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Or Biran, Kathleen McKeown
- Sequential Model-Based Ensemble Optimization
Alexandre Lacoste, Hugo Larochelle, Mario Marchand, François Laviolette
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Ser Nam Lim, Albert Y. C. Cheng, Xingwei Yang
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Tobias Domhan, Tobias Springenberg, Frank Hutter
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Horst Samulowitz, Chandra Reddy, Ashish Sabharwal
- Bayesian Optimization with Inequality Constraints
Jacob Gardner, Matthew Kusner, Zhixiang Xu, Kilian Weinberger, John Cunningham
- Preliminary Evaluation of Hyperopt Algorithms on HPOLib [pdf]
James Bergstra, Brent Komer, Chris Eliasmith, David Warde-Farley
- Automatic Inference for Inverting Software Simulators via Probabilistic Programming [pdf]
Ardavan Saeedi, Vlad Firoiu, Vikash Mansinghka
- searchspaces: a Python-based canonical description language for hyperparameter search spaces [pdf]
David Warde-Farley, James Bergstra
- Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn [pdf]
Brent Komer, James Bergstra, Chris Eliasmith
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Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, May 26, 2014, 11:55 AM
Ċ Hugo Larochelle, Jun 5, 2014, 2:46 PM
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