ESCM${}^2$: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation

Hao Wang, Tai-Wei Chang, Tianqiao Liu +5

Accurate estimation of post-click conversion rate is critical for building recommender systems, which has long been confronted with sample selection bias and data sparsity issues.…