When Recommendation Denoising Meets Popularity Bias: Understanding and Mitigating Their Interaction

Guohang Zeng, Jie Lu, Guangquan Zhang

Implicit feedback is the dominant data source for recommender systems, but behavioral logs are often contaminated by false-positive interactions caused by mis-clicks, biased exposu…