Andreas C. Müller

According to our database, Andreas C. Müller authored at least 13 papers between 2010 and 2023.

Collaborative distances:

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

2023

Schema Matching using Pre-Trained Language Models.

Yunjia Zhang, Avrilia Floratou, Joyce Cahoon, Subru Krishnan, Andreas C. Müller, Dalitso Banda, Fotis Psallidas, Jignesh M. Patel

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2021

Learning multiple defaults for machine learning algorithms.

Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas C. Müller, Bernd Bischl

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

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