Leonidas Lefakis

14 papers A* 1A 1B 2C 1Journal 2Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
MultiFlags: A Probabilistic Framework for Article-Based Size Advice in Fashion E-Commerce.
IC3K (KDIR)
Matthias Späth, Andrea Nestler, Henry Böddeker, Leonidas Lefakis, Yevgeniy Puzikov, Rodrigo Weffer, Nour Karessli, Nadja Klein, Reza Shirvany
2019 J jnl
Efficient Regularized Piecewise-Linear Regression Trees.
CoRR
Leonidas Lefakis, Oleksandr Zadorozhnyi, Gilles Blanchard
2018 B conf
FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German.
LREC
Leonidas Lefakis, Alan Akbik, Roland Vollgraf
2016 J jnl
Jointly Informative Feature Selection Made Tractable by Gaussian Modeling.
J. Mach. Learn. Res.
Leonidas Lefakis, François Fleuret
2014 A* conf
Dynamic Programming Boosting for Discriminative Macro-Action Discovery.
ICML
Leonidas Lefakis, François Fleuret
2014 A conf
Jointly Informative Feature Selection.
AISTATS
Leonidas Lefakis, François Fleuret
2014 C conf
Sample Distillation for Object Detection and Image Classification.
ACML
Olivier Canévet, Leonidas Lefakis, François Fleuret
2013 — conf
Reservoir Boosting : Between Online and Offline Ensemble Learning.
NIPS
Leonidas Lefakis, François Fleuret
2012 — conf
Macro-action Discovery Based on Change Point Detection and Boosting.
ICMLA (1)
Leonidas Lefakis, François Fleuret
2011 — conf
The MASH Project.
ECML/PKDD (3)
François Fleuret, Philip Abbet, Charles Dubout, Leonidas Lefakis
2010 B conf
Boosted Edge Orientation Histograms for Grasping Point Detection.
ICPR
Leonidas Lefakis, Horst Wildenauer, Manuel Pascual Garcia-Tubio, Lech Szumilas
2010 — conf
Image-Based Grasping Point Detection Using Boosted Histograms of Oriented Gradients.
ICIAR (1)
Leonidas Lefakis, Horst Wildenauer, Manuel Pascual Garcia-Tubio, Lech Szumilas
2010 — conf
Joint Cascade Optimization Using A Product Of Boosted Classifiers.
NIPS
Leonidas Lefakis, François Fleuret
2005 — conf
A Movie Recommender System Based on Semi-supervised Clustering.
CIMCA/IAWTIC
Christina Christakou, Leonidas Lefakis, Spyros Vrettos, Andreas Stafylopatis