no code implementations • 31 Jul 2019 • Max Reuter, Gheorghe-Teodor Bercea, Liana Fong
In general, our solution outperforms existing solutions when matrices are sufficiently large and a marginal decrease in accuracy is acceptable, such as in many problems involving natural images.
1 code implementation • 11 Aug 2018 • Wei Tan, Shiyu Chang, Liana Fong, Cheng Li, Zijun Wang, Liangliang Cao
Current MF implementations are either optimized for a single machine or with a need of a large computer cluster but still are insufficient.
3 code implementations • 11 Mar 2016 • Wei Tan, Liangliang Cao, Liana Fong
Matrix factorization (MF) is employed by many popular algorithms, e. g., collaborative filtering.
Distributed, Parallel, and Cluster Computing Performance