Andreas Christian Mueller
Title
Cited by
Cited by
Year
Evaluation of pooling operations in convolutional architectures for object recognition
D Scherer, A Müller, S Behnke
Artificial Neural Networks–ICANN 2010, 92-101, 2010
14052010
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
11902013
Machine learning for neuroimaging with scikit-learn
A Abraham, F Pedregosa, M Eickenberg, P Gervais, A Mueller, J Kossaifi, ...
Frontiers in neuroinformatics 8, 14, 2014
7032014
Introduction to machine learning with Python: a guide for data scientists
AC Müller, S Guido
" O'Reilly Media, Inc.", 2016
6972016
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
1922015
PyStruct: learning structured prediction in python.
AC Müller, S Behnke
J. Mach. Learn. Res. 15 (1), 2055-2060, 2014
852014
Introduction to machine learning with python
S Guido, A Müller
O'Reilly Media, 2016
822016
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
822014
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
492010
Information Theoretic Clustering Using Minimum Spanning Trees
A Müller, S Nowozin, C Lampert
Pattern Recognition, 205-215, 2012
462012
Growth of algal biomass in laboratory and in large-scale algal photobioreactors in the temperate climate of western Germany
C Schreiber, D Behrendt, G Huber, C Pfaff, J Widzgowski, B Ackermann, ...
Bioresource technology 234, 140-149, 2017
282017
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
172017
Openml-python: an extensible python api for openml
M Feurer, JN van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Müller, ...
arXiv preprint arXiv:1911.02490, 2019
142019
Einführung in Machine learning mit Python: Praxiswissen data science
AC Müller, S Guido
O'Reilly, 2017
122017
Exploiting local structure in Boltzmann machines
H Schulz, A Müller, S Behnke
Neurocomputing 74 (9), 1411-1417, 2011
92011
Importance of tuning hyperparameters of machine learning algorithms
HJP Weerts, AC Mueller, J Vanschoren
arXiv preprint arXiv:2007.07588, 2020
82020
Methods for learning structured prediction in semantic segmentation of natural images
AC Müller
Universitäts-und Landesbibliothek Bonn, 2014
82014
Learning multiple defaults for machine learning algorithms
F Pfisterer, JN van Rijn, P Probst, A Müller, B Bischl
arXiv preprint arXiv:1811.09409, 2018
72018
Machine learning avec Python
AC Müller, S Guido
First interactive, 2018
72018
Multi-instance methods for partially supervised image segmentation
A Müller, S Behnke
IAPR International Workshop on Partially Supervised Learning, 110-119, 2011
62011
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Articles 1–20