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.