Zixuan Xu

UKD: Debiasing Conversion Rate Estimation via Uncertainty-regularized Knowledge Distillation

2022 · arXiv (Cornell University)

In online advertising, conventional post-click conversion rate (CVR) estimation models are trained using clicked samples. However, during online serving the models need to estimate for all impression ads, leading to the sample selection bias (SSB) …