NeurIPS 2019
Sun Dec 8th through Sat the 14th, 2019 at Vancouver Convention Center
Paper ID:7255
Title:Online Convex Matrix Factorization with Representative Regions

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.