Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations

Siyuan Wang, Qifa Yan, Jingjing Zhang +2

Matrix factorization is an important representation learning algorithm, e.g., recommender systems, where a large matrix can be factorized into the product of two low dimensional ma…