David Rohde

On the Value of Bandit Feedback for Offline Recommender System Evaluation

2019 · arXiv

In academic literature, recommender systems are often evaluated on the task of next-item prediction. The procedure aims to give an answer to the question: "Given the natural sequence of user-item interactions up to time t, …