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Handling Online-Offline Discrepancy in Pinterest Ads Ranking System
- jruohonen 3y ago"We can’t drive business metrics infinitely by optimizing machine learning models. As our models get better over time, we expect the marginal improvement in business metrics, and at some point, such gains too small to be detected in online experiments."