Xiangmeng Wang

Be Causal: De-biasing Social Network Confounding in Recommendation

2021 · arXiv (Cornell University)

In recommendation systems, the existence of the missing-not-at-random (MNAR) problem results in the selection bias issue, degrading the recommendation performance ultimately. A common practice to address MNAR is to treat missing entries from the so-called …