∑ Mathematics

Recovering holes from a noisy circle

When does persistent homology recover one loop from noisy samples of a circle?

ReplicationReplication or benchmark. A fixed evaluator decides the outcome.

Success means

Publish a frozen 100-seed experiment at five noise levels; report the fraction recovering exactly one persistent loop under a threshold fixed before testing.

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