48 citations · 84 across the 6 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.DC2018
STEP : A Distributed Multi-threading Framework Towards Efficient Data Analytics
Yijie Mei, Yanyan Shen, Yanmin Zhu +1
Various general-purpose distributed systems have been proposed to cope with high-diversity applications in the pipeline of Big Data analytics. Most of them provide simple yet effec…
cs.LG2018★ 48 cited
Explaining Latent Factor Models for Recommendation with Influence Functions
Weiyu Cheng, Yanyan Shen, Yanmin Zhu +1
Latent factor models (LFMs) such as matrix factorization achieve the state-of-the-art performance among various Collaborative Filtering (CF) approaches for recommendation. Despite…