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Yves Grandvalet | Researchclopedia

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Yves Grandvalet

Université de Technologie de Compiègne ORCID

124

Works

4,390

Citations

28

h-index

45

i10-index

Research Topics

Statistical Methods and Inference Neural Networks and Applications Face and Expression Recognition

Affiliations

Université de Technologie de Compiègne1995–2026

HEC Montréal2005–2005

Centre National de la Recherche Scientifique1997–2026

Sorbonne Université2015–2019

Heuristics and Diagnostics for Complex Systems1997–2025

Top Works

Semi-supervised Learning by Entropy Minimization

Yves Grandvalet,Yoshua Bengio

20041,022 citations

Control Systems and Identification

Advanced Statistical Methods and Models

No Unbiased Estimator of the Variance of K-Fold Cross-Validation

Yoshua Bengio,Yves Grandvalet

2003707 citations

More efficiency in multiple kernel learning

Alain Rakotomamonjy,Francis Bach,et al.

2007278 citations

Adaptive Scaling for Feature Selection in SVMs

Yves Grandvalet,Stéphane Canu

2002161 citations

Explicit Inductive Bias for Transfer Learning with Convolutional\n Networks

Xuhong Li,Yves Grandvalet,et al.

2018149 citations

Noise Injection: Theoretical Prospects

Yves Grandvalet,Stéphane Canu,et al.

1997136 citations

Bagging Equalizes Influence

Yves Grandvalet

2004130 citations

Least Absolute Shrinkage is Equivalent to Quadratic Penalization

Yves Grandvalet

1998103 citations

Transfer learning in computer vision tasks: Remember where you come from

Xuhong Li,Yves Grandvalet,et al.

2019100 citations