10 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.LG2016★ 1 cited
Geometry Aware Mappings for High Dimensional Sparse Factors
Avradeep Bhowmik, Nathan Liu, Erheng Zhong +2
While matrix factorisation models are ubiquitous in large scale recommendation and search, real time application of such models requires inner product computations over an intracta…
cs.LG2015★ 9 cited
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC
Sungjin Ahn, Anoop Korattikara, Nathan Liu +2
Despite having various attractive qualities such as high prediction accuracy and the ability to quantify uncertainty and avoid over-fitting, Bayesian Matrix Factorization has not b…
cs.SI2014★ 10 cited
Friendship Prediction in Composite Social Networks
Erheng Zhong, Evan Wei Xiang, Wei Fan +2
Friendship prediction is an important task in social network analysis (SNA). It can help users identify friends and improve their level of activity. Most previous approaches predic…