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Recommendation on Online A/B (live production)

3Emerging Creator Exposure Change (%)LAFB
-2.2-0.850.51.85Feb 8, 2026

Evaluation results

MethodLinks
LAFB2026.0230.83-0.635——
Item-centric re-ranking2026.0220.18-0.222——
User-centric re-ranking2026.0210.1-0.080——
Log-pop penalization2026.0210.31-0.412——
Interpretable post hoc (SAE)2026.02-20.86-0.353——
Unbiased Co-Occurrence RecallerTreatment=Unbiased Recaller (treatment)2025.12————0.94—