Search Results for author: Loubes Jean-Michel

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

Fairness with Wasserstein Adversarial Networks

no code implementations25 Sep 2019 serrurier Mathieu, Loubes Jean-Michel, Edouard Pauwels

For both models, we devise a learning algorithm based on approximation of Wasserstein distances using adversarial networks.

Fairness

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