Search Results for author: Camille Champion

Found 2 papers, 0 papers with code

Robust spectral clustering using LASSO regularization

no code implementations8 Apr 2020 Camille Champion, Blazère Mélanie, Burcelin Rémy, Loubes Jean-Michel, Risser Laurent

Cluster structure detection is a fundamental task for the analysis of graphs, in order to understand and to visualize their functional characteristics.

Clustering Stochastic Block Model

COREclust: a new package for a robust and scalable analysis of complex data

no code implementations25 May 2018 Camille Champion, Anne-Claire Brunet, Jean-Michel Loubes, Laurent Risser

In this paper, we present a new R package COREclust dedicated to the detection of representative variables in high dimensional spaces with a potentially limited number of observations.

Clustering Graph Clustering

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