130 citations · 173 across the 11 of their papers we have counts for
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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…
stat.ML2017
Compressive Statistical Learning with Random Feature Moments
Rémi Gribonval, Gilles Blanchard, Nicolas Keriven +1
We describe a general framework -- compressive statistical learning -- for resource-efficient large-scale learning: the training collection is compressed in one pass into a low-dim…