Concepedia

Laurent Zwald

LZ

5

Publications

364

Citations

5

H-Index

2006

Active since

Affiliations

Centre Inria de l'Université Grenoble Alpes(Current)

Institut national de recherche en sciences et technologies du numérique

Translational Innovation in Medicine and Complexity

Laboratoire Jean Kuntzmann

Modélisation et Ingénierie des Systèmes Complexes Biologiques pour le Diagnostic

Laurent Zwald is an author at Centre Inria de l'Université Grenoble Alpes specializing in statistics, engineering, and data science.

Top concepts

StatisticsEngineeringData ScienceStatistical InferenceMachine LearningEstimation TheoryKnowledge DiscoveryFunctional Data AnalysisBiasData Mining

Publications per year

2006–2016

5

Publications

5

Robust regression through the Huber’s criterion and adaptive lasso penalty

Sophie Lambert‐Lacroix, Laurent Zwald · Electronic Journal of Statistics · 2011 · 149 citations · Full text

Statistical properties of kernel principal component analysis

Gilles Blanchard, Olivier Bousquet, Laurent Zwald · Machine Learning · 2006 · 134 citations · Full text

Reproducing Kernel Method, Knowledge Discovery, Principal Component Analysis +4

The BerHu penalty and the grouped effect

Laurent Zwald, Sophie Lambert‐Lacroix · arXiv (Cornell University) · 2012 · 35 citations · Full text

Engineering, Adaptive Berhu Penalty, Quasi-experiment +17

The adaptive BerHu penalty in robust regression

Sophie Lambert‐Lacroix, Laurent Zwald · Journal of nonparametric statistics · 2016 · 30 citations · Full text

Engineering, Machine Learning, Data Science +13

Finite-Dimensional Projection for Classification and Statistical Learning

Gilles Blanchard, Laurent Zwald · IEEE Transactions on Information Theory · 2008 · 16 citations · Full text

Excess Generalization Risk, Machine Learning, Engineering +17

Rows per page

1–5 of 5