ARTICLEDEV.to AI·6d ago
Counterfactual Evaluation in Ads: IPS, SNIPS, and Doubly Robust Explained
A Towards AI article explains counterfactual evaluation methods (IPS, SNIPS, and Doubly Robust) for ad ranking models. These techniques estimate model performance from logged data without A/B tests, critical for recommendation systems in retail.
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