Leonidas Lefakis
Leonidas Lefakis
Zalando SE
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A movie recommender system based on semi-supervised clustering
C Christakou, L Lefakis, S Vrettos, A Stafylopatis
International Conference on Computational Intelligence for Modelling …, 2005
Joint cascade optimization using a product of boosted classifiers
L Lefakis, F Fleuret
Advances in neural information processing systems 23, 2010
Jointly informative feature selection
L Lefakis, F Fleuret
Artificial Intelligence and Statistics, 567-575, 2014
Jointly informative feature selection made tractable by gaussian modeling
L Lefakis, F Fleuret
Journal of Machine Learning Research 17 (182), 1-39, 2016
Feidegger: A multi-modal corpus of fashion images and descriptions in german
L Lefakis, A Akbik, R Vollgraf
Proceedings of the Eleventh International Conference on Language Resources …, 2018
Reservoir boosting: Between online and offline ensemble learning
L Lefakis, F Fleuret
Advances in Neural Information Processing Systems 26, 2013
Semi-supervised methods for handwritten character recognition using active learning
L Lefakis, MA Wiering
Towards user-in-the-loop online fashion size recommendation with low cognitive load
L Lefakis, E Koriagin, J Lasserre, R Shirvany
Recommender Systems in Fashion and Retail, 59-76, 2021
Personalized size recommendations with human in the loop
L Lefakis, E Koriagin, J Lasserre, R Shirvany
Proceedings of the 37th International Conference on Machine Learning, Vienna …, 2020
Sample distillation for object detection and image classification
O Canévet, L Lefakis, F Fleuret
Asian Conference on Machine Learning, 64-79, 2015
Efficient regularized piecewise-linear regression trees
L Lefakis, O Zadorozhnyi, G Blanchard
arXiv preprint arXiv:1907.00275, 2019
Dynamic programming boosting for discriminative macro-action discovery
L Lefakis, F Fleuret
International Conference on Machine Learning, 1548-1556, 2014
Knowing When You Don’t Know in Online Fashion: An Uncertainty-Aware Size Recommendation Framework
H Bahuleyan, J Lasserre, L Lefakis, R Shirvany
Recommender Systems in Fashion and Retail: Proceedings of the Third Workshop …, 2022
Image-Based grasping point detection using boosted histograms of oriented gradients
L Lefakis, H Wildenauer, MP Garcia-Tubio, L Szumilas
International Conference Image Analysis and Recognition, 200-209, 2010
Transductive learning for document classification and handwritten character recognition
L Lefakis
Ph. D. thesis, Utrecht university, 2008
The MASH project
F Fleuret, P Abbet, C Dubout, L Lefakis
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
Boosted Edge Orientation Histograms for Grasping Point Detection
L Lefakis, H Wildenauer, MP García-Tubío, L Szumilas
2010 20th International Conference on Pattern Recognition, 4072-4076, 2010
Identification of Fine-Grained Fit Information from Customer Reviews in Fashion
Y Puzikov, S Pecenakova, R Weffer, L Lefakis, R Shirvany
Workshop on Recommender Systems in Fashion and Retail, 1-23, 2022
Tractable Approaches to Learning and Planning in High Dimensions
L Lefakis
EPFL, 2014
Macro-Action Discovery Based on Change Point Detection and Boosting
L Lefakis, F Fleuret
2012 11th International Conference on Machine Learning and Applications 1 …, 2012
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