Xuan Yuan

Unbiased offline recommender evaluation for missing-not-at-random implicit feedback

2018

Implicit-feedback Recommenders (ImplicitRec) leverage positive only user-item interactions, such as clicks, to learn personalized user preferences. Recommenders are often evaluated and compared offline using datasets collected from online platforms. These platforms are subject to popularity …