| Block-coordinate Frank-Wolfe optimization for structural SVMs S Lacoste-Julien, M Jaggi, M Schmidt, P Pletscher ICML, 2013 | 351 | 2013 |
| 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 | 84 | 2007 |
| 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 | 43 | 2010 |
| Learning low-order models for enforcing high-order statistics P Pletscher, P Kohli AISTATS, 2012 | 40 | 2012 |
| A conditional random field for automatic photo editing M Brand, P Pletscher Conferencer on Computer Vision and Pattern Recognition (CVPR), 2008 | 26 | 2008 |
| Spanning tree approximations for conditional random fields P Pletscher, CS Ong, J Buhmann International Conference on Artificial Intelligence and Statistics (AISTATS …, 2009 | 22 | 2009 |
| 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 | 19 | 2006 |
| 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 | 16 | 2011 |
| Stochastic block-coordinate frank-wolfe optimization for structural svms S Lacoste-Julien, M Jaggi, MW Schmidt, P Pletscher | 11 | 2012 |
| Method and apparatus for touching-up images ME Brand, P Pletscher US Patent 8,160,396, 2012 | 8 | 2012 |
| LPQP for MAP: Putting LP Solvers to Better Use P Pletscher, S Wulff ICML, 2012 | 5 | 2012 |
| Block-Coordinate Frank-Wolfe for Structural SVMs M Jaggi, S Lacoste-Julien, M Schmidt, P Pletscher NIPS Workshop on Optimization for Machine Learning, 2012 | 4 | 2012 |
| Adaptive security of compositions P Pletscher Semester Thesis. Advisors K. Pietrzak and U. Maurer, 2005 | 4* | 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 | 1 | 2011 |
| Teaching machine learning from examples I Guyon, J Li, T Mader, P Pletscher, G Schneider, M Uhr Unpublished, 2006 | 1 | 2006 |
| Towards accurate structured output learning and prediction P Pletscher Diss., Eidgenössische Technische Hochschule ETH, 2012 | | 2012 |
| Theoretische Informatik-Zusammenfassung P Pletscher | | 2004 |
Martin JaggiEPFLVerified email at epfl.ch
