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20182025
most citedStochastic algorithms with descent guarantees for ICA

3 citations · 3 across the 6 of their papers we have counts for

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stat.ML2018

Accelerating likelihood optimization for ICA on real signals

Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

We study optimization methods for solving the maximum likelihood formulation of independent component analysis (ICA). We consider both the the problem constrained to white signals…

stat.ML2018★ 3 cited

Stochastic algorithms with descent guarantees for ICA

Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso +1

Independent component analysis (ICA) is a widespread data exploration technique, where observed signals are modeled as linear mixtures of independent components. From a machine lea…