Review for NeurIPS paper: Online Matrix Completion with Side Information

Neural Information Processing Systems 

Weaknesses: The title is not appropriate. It actually talks about "binary matrix completion" instead of classical matrix completion. The paper is not reader-friendly. There is a lot of thing unexplained in the paper. For example, what is the motivation for the two proposed algorithms, and why they are reasonable to solve the current problem is not discussed.