Concepedia

Shuo Xiang

SX

Statistics

Publications

6

Citations

311

H-Index

6

Active since

2012

Affiliations

Arizona State University(Current)

University of Minnesota

Shuo Xiang is an author at Arizona State University specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningPattern RecognitionDeep LearningImage AnalysisFeature SelectionKnowledge Discovery

Publications per year

2012–2015

6

Publications

6

Robust principal component analysis via capped norms

Qian Sun, Shuo Xiang, Jieping Ye · 2013 · 97 citations

Engineering, Capped Trace Norm, Difficult Rpca Problem +16

Multi-source learning with block-wise missing data for Alzheimer's disease prediction

Shuo Xiang, Lei Yuan, Wei Fan et al. · 2013 · 86 citations

Engineering, Machine Learning, Multiset Data Analysis +21

Efficient Sparse Group Feature Selection via Nonconvex Optimization

Shuo Xiang, Jieping Ye · arXiv (Cornell University) · 2012 · 46 citations · Full text

Sparse Representation, Engineering, Machine Learning +13

Optimal exact least squares rank minimization

Shuo Xiang, Yunzhang Zhu, Xiaotong Shen et al. · 2012 · 36 citations · Full text

Mathematical Programming, Image Reconstruction, Sparse Representation +14

Simultaneous feature and feature group selection through hard thresholding

Shuo Xiang, Tao Yang, Jieping Ye · 2014 · 25 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +19

1–5 of 6