Concepedia

Yves Grandvalet

YG

Statistics

Publications

36

Citations

3.8K

H-Index

25

Active since

1995

Affiliations

Université de Technologie de Compiègne(Current)

Centre National de la Recherche Scientifique

Heuristics and Diagnostics for Complex Systems

Idiap Research Institute

Yves Grandvalet is an author at Université de Technologie de Compiègne specializing in computer science, computing, and machine learning.

Publications per year

1995–2021

36

Publications

36

Semi-supervised Learning by Entropy Minimization

Yves Grandvalet, Yoshua Bengio · 2004 · 1K citations

Computing, Computer Science, Machine Learning +12

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

Yoshua Bengio, Yves Grandvalet · Érudit documents and data repository (Érudit Consortium, University of Montreal) · 2003 · 708 citations · Full text

Computing, Computer Science, Machine Learning +14

More efficiency in multiple kernel learning

Alain Rakotomamonjy, Francis Bach, Stéphane Canu et al. · 2007 · 279 citations · Full text

Computing, Computer Science, Machine Learning +13

Adaptive Scaling for Feature Selection in SVMs

Yves Grandvalet, Stéphane Canu · 2002 · 161 citations

Computing, Computer Science, Feature Engineering +16

Noise Injection: Theoretical Prospects

Yves Grandvalet, Stéphane Canu, Stéphane Boucheron · Neural Computation · 1997 · 140 citations

Computing, Computer Science, Algorithms +16

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