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A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Min, Wenwen;  Wan, Xiang;  Chang, Tsung-Hui;  Zhang, Shihua
收藏  |  浏览/下载:135/0  |  提交时间:2022/04/02
Gene expression  Biology  Biological system modeling  Principal component analysis  Mathematical model  Data models  Big Data  Absolute-valued graph regularization  graph regularization  sparse learning  structured sparse singular value decomposition (SVD)  
A characterization of the rate of change of Phi-entropy via an integral form curvature-dimension condition 期刊论文
ADVANCES IN GEOMETRY, 2016, 卷号: 16, 期号: 3, 页码: 277-290
作者:  Luo, Dejun
收藏  |  浏览/下载:115/0  |  提交时间:2018/07/30
Heat equation  Phi-entropy  curvature-dimension condition  second fundamental form  reflecting diffusion semigroup  
A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 6, 页码: 2620-2634
作者:  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo;  Huang, Xiayuan
收藏  |  浏览/下载:175/0  |  提交时间:2018/07/30
Polarimetric synthetic aperture radar (PolSAR)  speckle reduction  nonlocal total variation (NLTV)  complex Wishart distribution  conjugate function  variational model  
A Probabilistic Proof of the Fundamental Gap Conjecture Via the Coupling by Reflection 期刊论文
POTENTIAL ANALYSIS, 2016, 卷号: 44, 期号: 3, 页码: 423-442
作者:  Gong, Fuzhou;  Li, Huaiqian;  Luo, Dejun
收藏  |  浏览/下载:160/0  |  提交时间:2018/07/30
Schrodinger operator  Spectral gap  Ground state  Coupling by reflection  Logarithmic Sobolev inequality  
BV functions in a Gelfand triple and the stochastic reflection problem on a convex set of a Hilbert space 期刊论文
COMPTES RENDUS MATHEMATIQUE, 2010, 卷号: 348, 期号: 21-22, 页码: 1175-1178
作者:  Rockner, Michael;  Zhu, Rongchan;  Zhu, Xiangchan
收藏  |  浏览/下载:134/0  |  提交时间:2018/07/30
On convexity of generalized Wigner-Yanase-Dyson information 期刊论文
LETTERS IN MATHEMATICAL PHYSICS, 2008, 卷号: 83, 期号: 3, 页码: 253-264
作者:  Cai, Liang;  Luo, Shunlong
收藏  |  浏览/下载:130/0  |  提交时间:2018/07/30
Wigner-Yanase-Dyson information  convexity  quantum Fisher information  operator convex functions  Morozova-Chentsov functions