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Study Establishes How Many Environments Are Needed to Separate Independent Components

This story is from 2026-11-05. It is preserved in the archive; the latest stories are on the live feed.

A new paper shows independent components can be recovered even when all are Gaussian, provided their variances change across environments, and analyzes how many environments are required.

Read the full story at arXiv stat.ML ↗

Timeline · 1 report

  1. 2026-11-05 05:00 · arXiv stat.ML
    Separation Is a Riesz Energy: How Many Environments Does ICA Need?

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