Patrick Pletscher
Patrick Pletscher
Machine Learning Scientist
Verified email at pletscher.org - Homepage
TitleCited byYear
Block-coordinate Frank-Wolfe optimization for structural SVMs
S Lacoste-Julien, M Jaggi, M Schmidt, P Pletscher
ICML, 2013
2882013
Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark
I Guyon, J Li, T Mader, PA Pletscher, G Schneider, M Uhr
Pattern recognition letters 28 (12), 1438-1444, 2007
692007
Entropy and margin maximization for structured output learning
P Pletscher, C Ong, J Buhmann
European Conference on Machine Learning and Knowledge Discovery in Databases …, 2010
372010
Learning low-order models for enforcing high-order statistics
P Pletscher, P Kohli
AISTATS, 2012
352012
A conditional random field for automatic photo editing
M Brand, P Pletscher
Conferencer on Computer Vision and Pattern Recognition (CVPR), 2008
192008
Spanning tree approximations for conditional random fields
P Pletscher, CS Ong, J Buhmann
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2009
182009
Feature selection with the CLOP package
I Guyon, J Li, T Mader, PA Pletscher, G Schneider, M Uhr
Technical Report. http://clopinet. com/isabelle/Projects/ETH/TM-fextract …, 2006
172006
Putting MAP back on the map
P Pletscher, S Nowozin, P Kohli, C Rother
Annual Symposium of the German Association for Pattern Recognition (DAGM …, 2011
142011
Stochastic block-coordinate frank-wolfe optimization for structural svms
S Lacoste-Julien, M Jaggi, MW Schmidt, P Pletscher
102012
Method and apparatus for touching-up images
ME Brand, P Pletscher
US Patent 8,160,396, 2012
62012
LPQP for MAP: Putting LP Solvers to Better Use
P Pletscher, S Wulff
ICML, 2012
42012
Block-Coordinate Frank-Wolfe for Structural SVMs
M Jaggi, S Lacoste-Julien, M Schmidt, P Pletscher
NIPS Workshop on Optimization for Machine Learning, 2012
42012
Adaptive security of compositions
P Pletscher
Semester Thesis. Advisors K. Pietrzak and U. Maurer, 2005
3*2005
Part & Clamp: An efficient algorithm for structured output learning
P Pletscher, CS Ong
Proceedings of the Fifteenth International Conference on Artificial …, 2012
2*2012
A Combined LP and QP Relaxation for MAP
P Pletscher, S Wulff
NIPS Workshop on Discrete Optimization in Machine Learning (DISCML), 2011
12011
Teaching machine learning from examples
I Guyon, J Li, T Mader, P Pletscher, G Schneider, M Uhr
Unpublished, 2006
12006
Towards accurate structured output learning and prediction
P Pletscher
Diss., Eidgenössische Technische Hochschule ETH, 2012
2012
Theoretische Informatik-Zusammenfassung
P Pletscher
2004
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