Concepedia

Kejun Huang

KH

Statistics

Publications

31

Citations

3.2K

H-Index

21

Active since

2013

Affiliations

University of Minnesota(Current)

Oregon State University

University of Florida

Chinese University of Hong Kong

University of Virginia

Kejun Huang is an author at University of Minnesota specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningStatisticsInverse ProblemsData MiningKnowledge DiscoveryPattern RecognitionStatistical Inference

Publications per year

2013–2022

31

Publications

31

Tensor Decomposition for Signal Processing and Machine Learning

Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu et al. · IEEE Transactions on Signal Processing · 2017 · 1.6K citations · Full text

Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition

Kejun Huang, Nicholas D. Sidiropoulos, Ananthram Swami · IEEE Transactions on Signal Processing · 2013 · 264 citations

Computational Science, Uniqueness Aspects, Engineering +12

Consensus-ADMM for General Quadratically Constrained Quadratic Programming

Kejun Huang, Nicholas D. Sidiropoulos · IEEE Transactions on Signal Processing · 2016 · 244 citations · Full text

A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization

Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas · IEEE Transactions on Signal Processing · 2016 · 166 citations · Full text

Mathematical Programming, Constrained Matrix, Engineering +16

Blind Separation of Quasi-Stationary Sources: Exploiting Convex Geometry in Covariance Domain

Xiao Fu, Wing‐Kin Ma, Kejun Huang et al. · IEEE Transactions on Signal Processing · 2015 · 117 citations

Blind Separation, Local Dominance, Source Separation +15

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