Andreas C. Müller

According to our database, Andreas C. Müller authored at least 13 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

OpenML-Python: an extensible Python API for OpenML.

Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter

J. Mach. Learn. Res., 2021

2019

Hyperparameter Importance for Image Classification by Residual Neural Networks.

Abhinav Sharma, Jan N. van Rijn, Frank Hutter, Andreas Müller

Proceedings of the Discovery Science - 22nd International Conference, 2019

2014

Methods for learning structured prediction in semantic segmentation of natural images.

Andreas Christian Müller

PhD thesis, 2014

PyStruct: learning structured prediction in python.

Andreas C. Müller, Sven Behnke

J. Mach. Learn. Res., 2014

Learning a Loopy Model Exactly.

Andreas Christian Müller, Sven Behnke

Proceedings of the VISAPP 2014, 2014

Learning depth-sensitive conditional random fields for semantic segmentation of RGB-D images.

Andreas C. Müller, Sven Behnke

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013

Learning a Loopy Model For Semantic Segmentation Exactly.

Andreas Christian Müller, Sven Behnke

CoRR, 2013

2012

Information Theoretic Clustering Using Minimum Spanning Trees.

Andreas C. Müller, Sebastian Nowozin, Christoph H. Lampert

Proceedings of the Pattern Recognition, 2012

2011

Exploiting local structure in Boltzmann machines.

Hannes Schulz, Andreas C. Müller, Sven Behnke

Neurocomputing, 2011

Multi-instance Methods for Partially Supervised Image Segmentation.

Andreas C. Müller, Sven Behnke

Proceedings of the Partially Supervised Learning - First IAPR TC3 Workshop, 2011

2010

Topological features in locally connected RBMs.

Andreas C. Müller, Hannes Schulz, Sven Behnke

Proceedings of the International Joint Conference on Neural Networks, 2010

Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition.

Dominik Scherer, Andreas C. Müller, Sven Behnke

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Exploiting local structure in stacked Boltzmann machines.

Hannes Schulz, Andreas C. Müller, Sven Behnke

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010