Screening Collapse under Recursive Synthetic Data
arXiv:2610.15617v1 Announce Type: new Abstract: Recursive synthetic-data training can degrade a fitted model, but its effects on the variable-screening stage that precedes model fitting are less understood. When each generation labels data for the next, a marginal screener ranks variables against t…
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- 2026-10-14 04:00 · arXiv stat.ML
Screening Collapse under Recursive Synthetic Data