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Yves Grandvalet
Yves Grandvalet
CNRS/UTC
Zweryfikowany adres z utc.fr - Strona główna
Tytuł
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Semi-supervised learning by entropy minimization
Y Grandvalet, Y Bengio
Advances in neural information processing systems 17, 2004
18582004
SimpleMKL
A Rakotomamonjy, F Bach, S Canu, Y Grandvalet
Journal of Machine Learning Research 9, 2491-2521, 2008
17712008
No unbiased estimator of the variance of k-fold cross-validation
Y Bengio, Y Grandvalet
Advances in Neural Information Processing Systems 16, 2003
11822003
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
3832007
Adaptive scaling for feature selection in SVMs
Y Grandvalet, S Canu
Advances in neural information processing systems 15, 2002
2452002
Explicit inductive bias for transfer learning with convolutional networks
LI Xuhong, Y Grandvalet, F Davoine
International Conference on Machine Learning, 2825-2834, 2018
1952018
Bagging equalizes influence
Y Grandvalet
Machine Learning 55, 251-270, 2004
1632004
Composite kernel learning
M Szafranski, Y Grandvalet, A Rakotomamonjy
Proceedings of the 25th international conference on Machine learning, 1040-1047, 2008
1542008
Least absolute shrinkage is equivalent to quadratic penalization
Y Grandvalet
ICANN 98: Proceedings of the 8th International Conference on Artificial …, 1998
1441998
Optimizing F-measures by cost-sensitive classification
S Puthiya Parambath, N Usunier, Y Grandvalet
Advances in neural information processing systems 27, 2014
1382014
Noise injection: Theoretical prospects
Y Grandvalet, S Canu, S Boucheron
Neural Computation 9 (5), 1093-1108, 1997
1361997
Support vector machines with a reject option
Y Grandvalet, A Rakotomamonjy, J Keshet, S Canu
Advances in neural information processing systems 21, 2008
1312008
Semi-supervised marginboost
F d'Alché-Buc, Y Grandvalet, C Ambroise
Advances in neural information processing systems 14, 2001
1142001
Inferring multiple graphical structures
J Chiquet, Y Grandvalet, C Ambroise
Statistics and Computing 21, 537-553, 2011
1012011
Outcomes of the equivalence of adaptive ridge with least absolute shrinkage
Y Grandvalet, S Canu
Advances in neural information processing systems 11, 1998
961998
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
932016
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
762016
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
611995
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
592005
Bias in Estimating the Variance of K-Fold Cross-Validation
Y Bengio, Y Grandvalet
Statistical modeling and analysis for complex data problems, 75-95, 2005
562005
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