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stat.ML2018★ 6 cited
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions
Antoine Liutkus, Umut Şimşekli, Szymon Majewski +2
By building upon the recent theory that established the connection between implicit generative modeling (IGM) and optimal transport, in this study, we propose a novel parameter-fre…
stat.ML2017
Blind Source Separation Using Mixtures of Alpha-Stable Distributions
Nicolas Keriven, Antoine Deleforge, Antoine Liutkus
We propose a new blind source separation algorithm based on mixtures of alpha-stable distributions. Complex symmetric alpha-stable distributions have been recently showed to better…