Leonidas Lefakis

Publication Activity (10 Years)

Years Active: 2005-2019
Publications (10 Years): 3

Top Topics

Image Classification

Discriminative Classifiers

Discriminatively Trained

Top Venues

Publications

Leonidas Lefakis, Oleksandr Zadorozhnyi, Gilles Blanchard
Efficient Regularized Piecewise-Linear Regression Trees. CoRR (2019)
Leonidas Lefakis, Alan Akbik, Roland Vollgraf
FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German. LREC (2018)
Leonidas Lefakis, François Fleuret
Jointly Informative Feature Selection Made Tractable by Gaussian Modeling. J. Mach. Learn. Res. 17 (2016)
Olivier Canévet, Leonidas Lefakis, François Fleuret
Sample Distillation for Object Detection and Image Classification. ACML (2014)
Leonidas Lefakis, François Fleuret
Jointly Informative Feature Selection. AISTATS (2014)
Leonidas Lefakis, François Fleuret
Dynamic Programming Boosting for Discriminative Macro-Action Discovery. ICML (2014)
Leonidas Lefakis, François Fleuret
Reservoir Boosting : Between Online and Offline Ensemble Learning. NIPS (2013)
Leonidas Lefakis, François Fleuret
Macro-action Discovery Based on Change Point Detection and Boosting. ICMLA (1) (2012)
François Fleuret, Philip Abbet, Charles Dubout, Leonidas Lefakis
The MASH Project. ECML/PKDD (3) (2011)
Leonidas Lefakis, François Fleuret
Joint Cascade Optimization Using A Product Of Boosted Classifiers. NIPS (2010)
Leonidas Lefakis, Horst Wildenauer, Manuel Pascual Garcia-Tubio, Lech Szumilas
Boosted Edge Orientation Histograms for Grasping Point Detection. ICPR (2010)
Leonidas Lefakis, Horst Wildenauer, Manuel Pascual Garcia-Tubio, Lech Szumilas
Image-Based Grasping Point Detection Using Boosted Histograms of Oriented Gradients. ICIAR (1) (2010)
Christina Christakou, Leonidas Lefakis, Spyros Vrettos, Andreas Stafylopatis
A Movie Recommender System Based on Semi-supervised Clustering. CIMCA/IAWTIC (2005)