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Andreas Christian Mueller
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API design for machine learning software: experiences from the scikit-learn project
L Buitinck, G Louppe, M Blondel, F Pedregosa, A Mueller, O Grisel, ...
arXiv preprint arXiv:1309.0238, 2013
21362013
Evaluation of pooling operations in convolutional architectures for object recognition
D Scherer, A Müller, S Behnke
Artificial Neural Networks–ICANN 2010, 92-101, 2010
18562010
Introduction to machine learning with Python: a guide for data scientists
AC Müller, S Guido
" O'Reilly Media, Inc.", 2016
1484*2016
Machine learning for neuroimaging with scikit-learn
A Abraham, F Pedregosa, M Eickenberg, P Gervais, A Mueller, J Kossaifi, ...
Frontiers in neuroinformatics, 14, 2014
11702014
Scikit-learn: Machine learning without learning the machinery
G Varoquaux, L Buitinck, G Louppe, O Grisel, F Pedregosa, A Mueller
GetMobile: Mobile Computing and Communications 19 (1), 29-33, 2015
3912015
PyStruct: learning structured prediction in python.
AC Müller, S Behnke
J. Mach. Learn. Res. 15 (1), 2055-2060, 2014
972014
Learning depth-sensitive conditional random fields for semantic segmentation of RGB-D images
AC Müller, S Behnke
2014 IEEE International Conference on Robotics and Automation (ICRA), 6232-6237, 2014
932014
Investigating convergence of restricted boltzmann machine learning
H Schulz, A Müller, S Behnke
NIPS 2010 Workshop on Deep Learning and Unsupervised Feature Learning 1 (2), 6.1, 2010
602010
Information Theoretic Clustering Using Minimum Spanning Trees
A Müller, S Nowozin, C Lampert
Pattern Recognition, 205-215, 2012
552012
Importance of tuning hyperparameters of machine learning algorithms
HJP Weerts, AC Mueller, J Vanschoren
arXiv preprint arXiv:2007.07588, 2020
522020
Openml-python: an extensible python api for openml
M Feurer, JN Van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Müller, ...
The Journal of Machine Learning Research 22 (1), 4573-4577, 2021
472021
Using machine learning to explore the long-term evolution of GRS 1915+ 105
D Huppenkothen, LM Heil, DW Hogg, A Mueller
Monthly Notices of the Royal Astronomical Society 466 (2), 2364-2377, 2017
272017
Learning multiple defaults for machine learning algorithms
F Pfisterer, JN van Rijn, P Probst, AC Müller, B Bischl
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
262021
Magpie: Python at speed and scale using cloud backends
A Jindal, KV Emani, M Daum, O Poppe, B Haynes, A Pavlenko, A Gupta, ...
CIDR, 2021
142021
Hyperparameter importance for image classification by residual neural networks
A Sharma, JN Rijn, F Hutter, A Müller
International Conference on Discovery Science, 112-126, 2019
112019
Exploiting local structure in Boltzmann machines
H Schulz, A Müller, S Behnke
Neurocomputing 74 (9), 1411-1417, 2011
102011
Methods for learning structured prediction in semantic segmentation of natural images
AC Müller
Universitäts-und Landesbibliothek Bonn, 2014
82014
scikit-learn/scikit-learn: Scikit-learn 0.20. 3
O Grisel, A Mueller, A Gramfort, G Louppe, P Prettenhofer, M Blondel, ...
Zenodo, 2020
72020
Meta learning for defaults: Symbolic defaults
JN van Rijn, F Pfisterer, J Thomas, A Muller, B Bischl, J Vanschoren
Neural Information Processing Workshop on Meta-Learning, 2018
72018
Multi-instance methods for partially supervised image segmentation
A Müller, S Behnke
IAPR International Workshop on Partially Supervised Learning, 110-119, 2011
72011
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Articles 1–20