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SISAL Revisited


Jul 01, 2021
Chujun Huang , Mingjie Shao , Wing-Kin Ma , Anthony Man-Cho So


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On Hyperspectral Unmixing


Jun 27, 2021
Wing-Kin Ma

* to appear in IGARSS 2021, Special Session on "The Contributions of Jos\'e Manuel Bioucas-Dias to Remote Sensing Data Processing" 

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Symbol-Level Precoding Through the Lens of Zero Forcing and Vector Perturbation


Mar 30, 2021
Yatao Liu , Mingjie Shao , Wing-Kin Ma , Qiang Li


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Probabilistic Simplex Component Analysis


Mar 18, 2021
Ruiyuan Wu , Wing-Kin Ma , Yuening Li , Anthony Man-Cho So , Nicholas D. Sidiropoulos


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Understanding Notions of Stationarity in Non-Smooth Optimization


Jun 26, 2020
Jiajin Li , Anthony Man-Cho So , Wing-Kin Ma

* Accepted for publication in IEEE Signal Processing Magazine, 2020 

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Hyperspectral Super-Resolution via Global-Local Low-Rank Matrix Estimation


Jul 02, 2019
Ruiyuan Wu , Wing-Kin Ma , Xiao Fu , Qiang Li

* 27 pages, 9 figures, 6 tables 

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Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications


Oct 18, 2018
Xiao Fu , Kejun Huang , Nicholas D. Sidiropoulos , Wing-Kin Ma

* accepted version, IEEE Signal Processing Magazine 

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Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization


Jun 21, 2018
Chia-Hsiang Lin , Ruiyuan Wu , Wing-Kin Ma , Chong-Yung Chi , Yue Wang


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Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering


Aug 15, 2016
Xiao Fu , Kejun Huang , Bo Yang , Wing-Kin Ma , Nicholas D. Sidiropoulos


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Joint Tensor Factorization and Outlying Slab Suppression with Applications


Jul 16, 2015
Xiao Fu , Kejun Huang , Wing-Kin Ma , Nicholas D. Sidiropoulos , Rasmus Bro


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