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Unverified50% confidenceFactExact time

Exactly achieving population independence under finite samples is almost impossible; in practice, batch-level statistics (such as HSIC, MMD, or correlation penalties) are usually used for approximate constraints, and the paper's theoretical guarantees are also discussed within this approximate framework.

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10/26/2026
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