Kejun Huang
- Tensor Decomposition for Signal Processing and Machine Learning
2017/04/03 by Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu +3 · 61 citations
Mathematics · Computer Science · #Tensor decomposition and applications #Algorithms and Data Compression #Blind Source Separation Techniques
- Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms
2019/09/26 by Shahana Ibrahim, Ibrahim, Shahana, Xiao Fu +5 · 5 citations
Mathematics · Engineering · Computer Science · #Tensor decomposition and applications #Sparse and Compressive Sensing Techniques #Machine Learning and Data Classification
- Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm
2016/11/15 by Kejun Huang, Xiao Fu, Huang, Kejun +3 · 5 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Software Engineering Research
- Kullback-Leibler Principal Component for Tensors is not NP-hard
2017/11/21 by Kejun Huang, Huang, Kejun, Nicholas D. Sidiropoulos +1 · 1 citation
Mathematics · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Probability (math.PR) #Signal Processing (eess.SP) #Tensor decomposition and applications #electronic engineering #information engineering
- On Convergence of Epanechnikov Mean Shift
2017/11/20 by Kejun Huang, Xiao Fu, Huang, Kejun +3 · 1 citation
Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Hyperspectral Super-resolution: A Coupled Nonnegative Block-term Tensor Decomposition Approach
2019/10/22 by Guoyong Zhang, Xiao Fu, Zhang, Guoyong +5 · 1 citation
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Signal Processing (eess.SP) #electronic engineering #information engineering