EDUCATION & TRAINING
IPS, SNIPS, and Doubly Robust Explained
Dev.to Machine Learning
About This Tutorial
Key Takeaways Towards AI article explains counterfactual evaluation methods (IPS, SNIPS, doubly robust) for ad ranking models. These techniques estimate model performance from logged data without A/B tests, critical for recommendation systems in retail. What Happened A new article on Towards AI breaks down the challenge every recommendation system team faces: how to evaluate a new ranking model without running a full A/B test.