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Yuning Yang
Yuning Yang
College of Mathematics & Information Science, Guangxi University
Dirección de correo verificada de esat.kuleuven.be
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Further results for Perron–Frobenius theorem for nonnegative tensors
Y Yang, Q Yang
SIAM Journal on Matrix Analysis and Applications 31 (5), 2517-2530, 2010
3622010
Further results for Perron–Frobenius theorem for nonnegative tensors II
Q Yang, Y Yang
SIAM Journal on Matrix Analysis and Applications 32 (4), 1236-1250, 2011
1822011
Learning with the Maximum Correntropy Criterion Induced Losses for Regression
Y Feng, X Huang, L Shi, Y Yang, AKJ Suykens
Journal of Machine Learning Research, 2015
892015
On some properties of nonnegative weakly irreducible tensors
Y Yang, Q Yang
arXiv preprint arXiv:1111.0713, 2011
682011
The global convergence of the Polak–Ribière–Polyak conjugate gradient algorithm under inexact line search for nonconvex functions
G Yuan, Z Wei, Y Yang
Journal of Computational and Applied Mathematics 362, 262-275, 2019
582019
Robust Low Rank Tensor Recovery with Regularized Redescending M-Estimator
Y Yang, Y Feng, JAK Suykens
IEEE transactions on neural networks and learning systems, 2016
472016
Singular values of nonnegative rectangular tensors
Y Yang, Q Yang
Frontiers of Mathematics in China 6 (2), 363-378, 2011
442011
A rank-one tensor updating algorithm for tensor completion
Y Yang, Y Feng, JAK Suykens
IEEE Signal Processing Letters 22 (10), 1633-1637, 2015
352015
The relaxed inexact projection methods for the split feasibility problem
Z Wang, Q Yang, Y Yang
Applied Mathematics and Computation 217 (12), 5347-5359, 2011
352011
Robust support vector machines for classification with nonconvex and smooth losses
Y Feng, Y Yang, X Huang, S Mehrkanoon, JAK Suykens
Neural computation 28 (6), 1217-1247, 2016
302016
Rank-1 tensor properties with applications to a class of tensor optimization problems
Y Yang, Y Feng, X Huang, JAK Suykens
SIAM Journal on Optimization 26 (1), 171-196, 2016
292016
The solution methods for the largest eigenvalue (singular value) of nonnegative tensors and convergence analysis
Z Chen, L Qi, Q Yang, Y Yang
Linear Algebra and its Applications 439 (12), 3713-3733, 2013
232013
Correntropy based matrix completion
Y Yang, Y Feng, JAK Suykens
Entropy 20 (3), 171, 2018
21*2018
Geometric simplicity of spectral radius of nonnegative irreducible tensors
Y Yang, Q Yang
Frontiers of Mathematics in China 8 (1), 129-140, 2013
17*2013
On solving biquadratic optimization via semidefinite relaxation
Y Yang, Q Yang
Computational Optimization and Applications 53 (3), 845-867, 2012
132012
An algorithm to find the spectral radius of nonnegative tensors and its convergence analysis
Y Yang, Q Yang, Y Li
arXiv preprint arXiv:1102.2668, 2011
122011
The epsilon-alternating least squares for orthogonal low-rank tensor approximation and its global convergence
Y Yang
SIAM Journal on Matrix Analysis and Applications 41 (4), 1797-1825, 2020
102020
Learning with kernelized elastic net regularization
Y Feng, Y Yang, Y Zhao, S Lv, JA Suykens
Leuven Belgium: KU Leuven, 2014
102014
Higher order Matching Pursuit for Low Rank Tensor Learning
Y Yang, S Mehrkanoon, JAK Suykens
ftp://ftp.esat.kuleuven.be/pub/SISTA//yyang/HoMP.pdf, 2015
72015
Approximation Bounds for Trilinear and Biquadratic Optimization Problems Over Nonconvex Constraints
Y Yang, Q Yang, L Qi
Journal of Optimization Theory and Applications, 2014
7*2014
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