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Yves Grandvalet
Yves Grandvalet
CNRS/UTC
Adresse e-mail validée de utc.fr - Page d'accueil
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SimpleMKL
A Rakotomamonjy, F Bach, S Canu, Y Grandvalet
Journal of Machine Learning Research 9, 2491-2521, 2008
17342008
Semi-supervised learning by entropy minimization
Y Grandvalet, Y Bengio
Advances in neural information processing systems 17, 2004
15382004
No unbiased estimator of the variance of k-fold cross-validation
Y Bengio, Y Grandvalet
Advances in Neural Information Processing Systems 16, 2003
10862003
More efficiency in multiple kernel learning
A Rakotomamonjy, F Bach, S Canu, Y Grandvalet
Proceedings of the 24th international conference on Machine learning, 775-782, 2007
3862007
Adaptive scaling for feature selection in SVMs
Y Grandvalet, S Canu
Advances in neural information processing systems 15, 2002
2422002
Composite kernel learning
M Szafranski, Y Grandvalet, A Rakotomamonjy
Machine learning 79 (1), 73-103, 2010
1542010
Explicit inductive bias for transfer learning with convolutional networks
LI Xuhong, Y Grandvalet, F Davoine
International Conference on Machine Learning, 2825-2834, 2018
1492018
Bagging equalizes influence
Y Grandvalet
Machine Learning 55 (3), 251-270, 2004
1492004
Least absolute shrinkage is equivalent to quadratic penalization
Y Grandvalet
International Conference on Artificial Neural Networks, 201-206, 1998
1391998
Noise injection: Theoretical prospects
Y Grandvalet, S Canu, S Boucheron
Neural Computation 9 (5), 1093-1108, 1997
1281997
Optimizing F-measures by cost-sensitive classification
S Puthiya Parambath, N Usunier, Y Grandvalet
Advances in neural information processing systems 27, 2014
1262014
Support vector machines with a reject option
Y Grandvalet, A Rakotomamonjy, J Keshet, S Canu
Advances in neural information processing systems 21, 2008
1222008
Semi-supervised marginboost
F d'Alché-Buc, Y Grandvalet, C Ambroise
Advances in neural information processing systems 14, 2001
1182001
Inferring multiple graphical structures
J Chiquet, Y Grandvalet, C Ambroise
Statistics and Computing 21 (4), 537-553, 2011
972011
Outcomes of the equivalence of adaptive ridge with least absolute shrinkage
Y Grandvalet, S Canu
Advances in neural information processing systems 11, 1998
931998
A coverage-based approach to recommendation diversity on similarity graph
SA Puthiya Parambath, N Usunier, Y Grandvalet
Proceedings of the 10th ACM Conference on Recommender Systems, 15-22, 2016
752016
Combining two and three-way embedding models for link prediction in knowledge bases
A Garcia-Duran, A Bordes, N Usunier, Y Grandvalet
Journal of Artificial Intelligence Research 55, 715-742, 2016
732016
Comments on" Noise injection into inputs in back propagation learning"
Y Grandvalet, S Canu
IEEE Transactions on Systems, Man, and Cybernetics 25 (4), 678-681, 1995
601995
A probabilistic interpretation of SVMs with an application to unbalanced classification
Y Grandvalet, J Mariéthoz, S Bengio
Advances in Neural Information Processing Systems 18, 2005
562005
Resample and combine: an approach to improving uncertainty representation in evidential pattern classification
J François, Y Grandvalet, T Denœux, JM Roger
Information Fusion 4 (2), 75-85, 2003
502003
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