Patrick Pletscher

According to our database, Patrick Pletscher authored at least 10 papers between 2008 and 2013.

Collaborative distances:

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

2013

Block-Coordinate Frank-Wolfe Optimization for Structural SVMs.

Simon Lacoste-Julien, Martin Jaggi, Mark Schmidt, Patrick Pletscher

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Towards accurate structured output learning and prediction.

Patrick Pletscher

PhD thesis, 2012

Part & Clamp: Efficient Structured Output Learning.

Patrick Pletscher, Cheng Soon Ong

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Learning Low-order Models for Enforcing High-order Statistics.

Patrick Pletscher, Pushmeet Kohli

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Stochastic Block-Coordinate Frank-Wolfe Optimization for Structural SVMs

Simon Lacoste-Julien, Martin Jaggi, Mark Schmidt, Patrick Pletscher

CoRR, 2012

LPQP for MAP: Putting LP Solvers to Better Use.

Patrick Pletscher, Sharon Wulff

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Putting MAP Back on the Map.

Patrick Pletscher, Sebastian Nowozin, Pushmeet Kohli, Carsten Rother

Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

2010

Entropy and Margin Maximization for Structured Output Learning.

Patrick Pletscher, Cheng Soon Ong, Joachim M. Buhmann

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009

Spanning Tree Approximations for Conditional Random Fields.

Patrick Pletscher, Cheng Soon Ong, Joachim M. Buhmann

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

2008

A conditional random field for automatic photo editing.

Matthew Brand, Patrick Pletscher

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008