Search Results for author: Nicolas Klutchnikoff

Found 2 papers, 1 papers with code

Optimal 1-Wasserstein Distance for WGANs

no code implementations8 Jan 2022 Arthur Stéphanovitch, Ugo Tanielian, Benoît Cadre, Nicolas Klutchnikoff, Gérard Biau

The mathematical forces at work behind Generative Adversarial Networks raise challenging theoretical issues.

valid

Clustering multivariate functional data using unsupervised binary trees

2 code implementations10 Dec 2020 Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

We propose a model-based clustering algorithm for a general class of functional data for which the components could be curves or images.

Clustering

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