Review for NeurIPS paper: Regret in Online Recommendation Systems

The reviewers warmed up to this paper during the discussion. Its scores increased from (5, 5, 6, 7) to (6, 6, 6, 7). Although we agreed that there are shortcomings, there are also new results. So the paper is worth accepting. My additional comments are below: 1) The title is indeed confusing.