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stat.ML2022★ 2 cited
Optimal 1-Wasserstein Distance for WGANs
Arthur Stéphanovitch, Ugo Tanielian, Benoît Cadre +2
The mathematical forces at work behind Generative Adversarial Networks raise challenging theoretical issues. Motivated by the important question of characterizing the geometrical p…
stat.ML2020★ 15 cited
Clustering multivariate functional data using unsupervised binary trees
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. The random functional data realizations cou…