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Fleuret, F., Li, T., Dubout, C., Wampler, E. K., Yantis, S., Geman, D. - Comparing machines and humans on a visual categorization test

Proceedings of the National Academy of Sciences (PNAS) 108(43):17621-17625, 2011
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Dubout, C., Fleuret, F. - Boosting with Maximum Adaptive Sampling

Proceedings of the Neural Information Processing Systems Conference (NIPS) , 2011
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Dubout, C., Fleuret, F. - Tasting Families of Features for Image Classification

Proceedings of the IEEE International Conference on Computer Vision (ICCV) pp. 929-936, 2011
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Fleuret, F., Abbet, P., Dubout, C., Lefakis, L. - The MASH project

Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD) pp. 626-629, 2011
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Lefakis, L., Fleuret, F. - Joint Cascade Optimization Using A Product Of Boosted Classifiers

Proceedings of the Neural Information Processing Systems Conference (NIPS) pp. 1315-1323, 2010
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Teytaud, Olivier - Lower Bounds for Evolution Strategies

Theory of Randomized Search Heuristics 1:327-354, 2011
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Couetoux, Adrien, Hoock, Jean-Baptiste, Sokolovska, Nataliya, Teytaud, Olivier, Bonnard, Nicolas - Continuous Upper Confidence Trees

Proceedings of the 5th International Conference on Learning and Intelligent Optimization (LION) , 2011
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Chum, Ondrej, Mikulik, Andrej, Perdoch, Michal, Matas, Jiri - Total Recall II: Query Expansion Revisited

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 8, June, 2011
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Grabner, Helmut, Matas, Jiri, Van Gool, Luc, Cattin, Philippe - Tracking the Invisible: Learning Where the Object Might be

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) pp. 1285--1292, 2010
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Mikulik, Andrej, Matas, Jiri, Perdoch, Michal, Chum, Ondrej - Construction of Precise Local Affine Frames

Proceedings of the International Conference on Pattern Recognition (ICPR) pp. 3565--3569, 2010
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Doubek, Petr, Matas, Jiri, Perdoch, Michal, Chum, Ondrej - Image Matching and Retrieval by Repetitive Patterns

Proceedings of the International Conference on Pattern Recognition (ICPR) pp. 3195--3198, 2010
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Neumann, Lukas, Matas, Jiri - A method for text localization and recognition in real-world images

Proceedings of the 10th Asian Conference on Computer Vision (ACCV) pp. 2067--2078, 2011
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Chiquet, J., Grandvalet, Y, Ambroise, C. - Inferring multiple graphical structures

Statistic and Computing , 2011
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Chiquet, J., Grandvalet, Y, Charbonnier, C. - Sparsity with sign-coherent groups of variables via the cooperative-Lasso

submitted to Annals of Applied Statistics , 2011
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Prot, J.-M., Briffaut, A.-S., Letourneur, F., Chafey, P., Merlier, F., Grandvalet, Y., Legallais, C., Leclerc, E. - Integrated proteomic and transcriptomic investigation highlights original insight into paracetamol toxicity in liver biochip

PLoS ONE , @2011
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Blanchard, G., Lee, G., Scott, C. - Semi-Supervised Novelty Detection

Journal of machine learning research 11:2973--3009, 2010
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Kramer, N., Sugiyama, M. - The Degrees of Freedom of Partial Least Squares Regression

Journal of the American Statistical Association 106(494):697--705, 2011
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