How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective

Siyi Lin, Chongming Gao, Jiawei Chen +5

Recommendation Systems (RS) are often plagued by popularity bias. When training a recommendation model on a typically long-tailed dataset, the model tends to not only inherit this…