Leonidas Lefakis

According to our database, Leonidas Lefakis authored at least 13 papers between 2005 and 2019.

Collaborative distances:

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

2019

Efficient Regularized Piecewise-Linear Regression Trees.

Leonidas Lefakis, Oleksandr Zadorozhnyi, Gilles Blanchard

CoRR, 2019

2018

FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German.

Leonidas Lefakis, Alan Akbik, Roland Vollgraf

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

2016

Jointly Informative Feature Selection Made Tractable by Gaussian Modeling.

Leonidas Lefakis, François Fleuret

J. Mach. Learn. Res., 2016

2014

Dynamic Programming Boosting for Discriminative Macro-Action Discovery.

Leonidas Lefakis, François Fleuret

Proceedings of the 31th International Conference on Machine Learning, 2014

Jointly Informative Feature Selection.

Leonidas Lefakis, François Fleuret

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

Sample Distillation for Object Detection and Image Classification.

Olivier Canévet, Leonidas Lefakis, François Fleuret

Proceedings of the Sixth Asian Conference on Machine Learning, 2014

2013

Reservoir Boosting : Between Online and Offline Ensemble Learning.

Leonidas Lefakis, François Fleuret

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Macro-action Discovery Based on Change Point Detection and Boosting.

Leonidas Lefakis, François Fleuret

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011

The MASH Project.

François Fleuret, Philip Abbet, Charles Dubout, Leonidas Lefakis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010

Joint Cascade Optimization Using A Product Of Boosted Classifiers.

Leonidas Lefakis, François Fleuret

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Boosted Edge Orientation Histograms for Grasping Point Detection.

Leonidas Lefakis, Horst Wildenauer, Manuel Pascual Garcia-Tubio, Lech Szumilas

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Image-Based Grasping Point Detection Using Boosted Histograms of Oriented Gradients.

Leonidas Lefakis, Horst Wildenauer, Manuel Pascual Garcia-Tubio, Lech Szumilas

Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

2005

A Movie Recommender System Based on Semi-supervised Clustering.

Christina Christakou, Leonidas Lefakis, Spyros Vrettos, Andreas Stafylopatis

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005