Sun Dec 8th through Sat the 14th, 2019 at Vancouver Convention Center
Matrix factorization is notoriously computational expensive. The authors an efficient online algorithm which can be shown to converge to a batch objective under certain strong assumptions. Solid experimental results and theoretical results are given. The reviewers are in consensus that this paper should be accepted.