James Cheng

activity

20122022

most citedTripartite Graph Clustering for Dynamic Sentiment Analysis on Social Media

62 citations · 537 across the 44 of their papers we have counts for

collaborators

Showing math.NAShow all

2 papers · 1 filter

math.NA2016★ 24 cited

Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization

Fanhua Shang, Yuanyuan Liu, James Cheng

The Schatten-p quasi-norm $(0 < p < 1)$ is usually used to replace the standard nuclear norm in order to approximate the rank function more accurately. However, existing Schatten-p qua…

math.NA2014★ 13 cited

Generalized Higher-Order Tensor Decomposition via Parallel ADMM

Fanhua Shang, Yuanyuan Liu, James Cheng

Higher-order tensors are becoming prevalent in many scientific areas such as computer vision, social network analysis, data mining and neuroscience. Traditional tensor decompositio…