ginc-seeds-reporting
IN premise — summaries/2026/08/24/xie-2021-icl-bayesian-sR-references-chunk-2.md
Created 2026-08-25T02:58:57+00:00
All GINC experimental results are reported over 5 random seeds for variance estimation.
Summary
GINC does not report a single number from one run; it repeats each experiment five times with different random starts and shows how much the results wobble, so readers can tell whether a finding is stable or just a lucky draw. This means any downstream claim that leans on GINC numbers inherits that variability, and comparisons between GINC and other methods should account for the spread rather than treating the mean as a fixed fact.