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Keep or toss? A nonparametric score to evaluate solutions for noisy ICA
Independent Component Analysis (ICA) was introduced in the 1980's as a model for Blind Source Separation (BSS), which refers to the process of recovering the sources underlying a mixture of signals, with little knowledge about the source signals or the mixing process.
Identifiability and consistency of network inference using the hub model and variants
Identifiability of parameters is a notoriously difficult problem for Bernoulli mixture models.
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