Concepedia

Fabien Lauer

FL

19

Publications

1.1K

Citations

14

H-Index

2006

Active since

Affiliations

Centre National de la Recherche Scientifique(Current)

Université de Lorraine

Laboratoire Lorrain de Recherche en Informatique et ses Applications

Centre de Recherche en Automatique de Nancy

Biologie Computationnelle, Quantitative et Synthétique

Fabien Lauer is an author at Centre National de la Recherche Scientifique specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine LearningData SciencePattern RecognitionSystems EngineeringSystem IdentificationStatisticsInverse ProblemsKnowledge DiscoveryFunctional Data Analysis

Publications per year

2006–2022

19

Publications

19

A trainable feature extractor for handwritten digit recognition

Fabien Lauer, Ching Y. Suen, Gérard Bloch · Pattern Recognition · 2006 · 316 citations · Full text

Handwritten Digit Recognition, Machine Vision, Image Analysis +9

Spectral clustering of linear subspaces for motion segmentation

Fabien Lauer, Christoph Schnörr · 2009 · 138 citations

Engineering, Machine Learning, Motion Segmentation +18

A continuous optimization framework for hybrid system identification

Fabien Lauer, Gérard Bloch, Renè Vidal · Automatica · 2011 · 97 citations · Full text

Engineering, Continuous Optimization Framework, System Optimization +3

Incorporating prior knowledge in support vector regression

Fabien Lauer, Gérard Bloch · Machine Learning · 2007 · 86 citations · Full text

Support Vector Machine, Engineering, Machine Learning +7

MSVMpack: A Multi-Class Support Vector Machine Package

Fabien Lauer, Yann Guermeur · 2013 · 82 citations · Full text

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