Finding Interest Needle in Popularity Haystack: Improving Retrieval by Modeling Item Exposure

Rahul Agarwal, Amit Jaspal, Saurabh Gupta +1

Recommender systems operate in closed feedback loops, where user interactions reinforce popularity bias, leading to over-recommendation of already popular items while under-exposin…