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Publications of Leonidas Lefakis
2016
Jointly Informative Feature Selection, and , in: Journal of Machine Learning Research, 2016 |
2014
Dynamic Programming Boosting for Discriminative Macro-Action Discovery, and , in: International Conference on Machine Learning, 2014 |
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Jointly Informative Feature Selection, and , in: International Conference on Artificial Intelligence and Statistics, pages 567–575, 2014 |
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Sample Distillation for Object Detection and Image Classification, , and , in: Proceedings of the 6th Asian Conference on Machine Learning (ACML), Nha Trang, Vietnam, 2014 |
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Tractable Approaches to Learning and Planning in High Dimensions, , EPFL, 2014 |
[DOI] |
2013
Reservoir Boosting : Between Online and Offline Ensemble Learning, and , in: Proceedings of the international conference on Neural Information Processing Systems, 2013 |
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2012
Macro-Action Discovery Based on Change Point Detection and Boosting, and , in: International Conference on Machine Learning and Applications, 2012 |
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2011
The MASH Project, , , and , in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2011 |
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2010
Joint Cascade Optimization Using a Product Of Boosted Classifiers, and , in: Proceedings of the Neural Information Processing Systems Conference, pages 1315–1323, 2010 |