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Foundations of Independent Component Analysis

math.ST · 2026-08-13 · accept · novelty 2.0

The paper rigorously proves that Gaussian-free independent sources in a linear ICA model are identifiable up to permutation, scale and translation even with arbitrary additive Gaussian noise.

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  • Foundations of Independent Component Analysis math.ST · 2026-08-13 · accept · none · ref 8

    The paper rigorously proves that Gaussian-free independent sources in a linear ICA model are identifiable up to permutation, scale and translation even with arbitrary additive Gaussian noise.