Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation

Masoud Mansoury, Himan Abdollahpouri, Bamshad Mobasher +3

Exposure bias is a well-known issue in recommender systems where items and suppliers are not equally represented in the recommendation results. This is especially problematic when…