Yuning Yang

发表

On some properties of nonnegative weakly irreducible tensors

Yuning Yang, Qingzhi Yang, 2011, 1111.0713.

Singular values of nonnegative rectangular tensors

Yuning Yang, Qingzhi Yang, 2011 .

Geometric simplicity of spectral radius of nonnegative irreducible tensors

Yuning Yang, Qingzhi Yang, 2013 .

An algorithm to find the spectral radius of nonnegative tensors and its convergence analysis

Yuning Yang, Qingzhi Yang, Yanguang Li, 2011, 1102.2668.

Properties and methods for finding the best rank-one approximation to higher-order tensors

Qingzhi Yang, Liqun Qi, Yuning Yang, 2014, Comput. Optim. Appl..

Higher order Matching Pursuit for Low Rank Tensor Learning pdf

Johan A. K. Suykens, Siamak Mehrkanoon, Yuning Yang, 2015, ArXiv.

A note on the geometric simplicity of the spectral radius of nonnegative irreducible tensors

Yuning Yang, Qingzhi Yang, 2011, 1101.2479.

The solution methods for the largest eigenvalue (singular value) of nonnegative tensors and convergence analysis

L. Qi, Yuning Yang, Qingzhi Yang, 2013 .

Some modified relaxed alternating projection methods for solving the two-sets convex feasibility problem

Yuning Yang, Qingzhi Yang, 2013 .

On Approximation Algorithm for Orthogonal Low-Rank Tensor Approximation

Yuning Yang, 2020, Journal of Optimization Theory and Applications.

Efficiently Maximizing a Homogeneous Polynomial over Unit Sphere without Convex Relaxation

Yuning Yang, Guoyin Li, 2019, 1909.13270.

A note on Banach’s results concerning homogeneous polynomials associated with nonnegative tensors

Yuning Yang, Chang Liang, 2020, Optimization Letters.

Robust matrix completion through nonconvex approaches and efficient algorithms

Johan A. K. Suykens, Yunlong Feng, Yuning Yang, 2016 .

A self-adaptive regularized alternating least squares method for tensor decomposition problems

Yuning Yang, Gonglin Yuan, Xianpeng Mao, 2019 .

Approximation algorithms for trilinear optimization with nonconvex constraints and its extensions ∗

Yuning Yang, Qingzhi Yang, 2011 .

Extensions of Yuan ’ s Lemma to fourth-order tensor system with applications

Yuning Yang, Qingzhi Yang, Yang Zhou, 2018 .

A new definition of geometric multiplicity of eigenvalues of tensors and some results based on it

Yuning Yang, Qingzhi Yang, Yiyong Li, 2015 .

Properties and methods for finding the best rank-one approximation to higher-order tensors

L. Qi, Yuning Yang, Qingzhi Yang, 2013, Computational Optimization and Applications.

On global convergence of alternating least squares for tensor approximation

Yuning Yang, 2022, Computational Optimization and Applications.

Approximation Bounds for Trilinear and Biquadratic Optimization Problems Over Nonconvex Constraints

L. Qi, Yuning Yang, Qingzhi Yang, 2014, Journal of Optimization Theory and Applications.

On solving biquadratic optimization via semidefinite relaxation

Yuning Yang, Qingzhi Yang, 2012, Computational Optimization and Applications.

A note on Banach’s results concerning homogeneous polynomials associated with nonnegative tensors

Yuning Yang, Chang Liang, 2020, Optimization Letters.

A new definition of geometric multiplicity of eigenvalues of tensors and some results based on it

Yuning Yang, Qingzhi Yang, Yiyong Li, 2015, Frontiers of Mathematics in China.

Geometric simplicity of spectral radius of nonnegative irreducible tensors

Yuning Yang, Qingzhi Yang, 2012, Frontiers of Mathematics in China.

Robust Low-Rank Tensor Recovery With Regularized Redescending M-Estimator

Johan A. K. Suykens, Yunlong Feng, Yuning Yang, 2016, IEEE Transactions on Neural Networks and Learning Systems.

The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence

Yuning Yang, Yuning Yang, 2019, SIAM J. Matrix Anal. Appl..

On solving biquadratic optimization via semidefinite relaxation

Qingzhi Yang, Yuning Yang, Yuning Yang, 2012, Comput. Optim. Appl..

Robust Gradient Learning With Applications

Johan A. K. Suykens, Yunlong Feng, Yuning Yang, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Learning with the maximum correntropy criterion induced losses for regression

Johan A. K. Suykens, Lei Shi, Xiaolin Huang, 2015, J. Mach. Learn. Res..

Finding the global optimum of a class of quartic minimization problem

Qingzhi Yang, Yuning Yang, Pengfei Huang, 2020, Computational Optimization and Applications.

The global convergence of the Polak-Ribière-Polyak conjugate gradient algorithm under inexact line search for nonconvex functions

Gonglin Yuan, Zengxin Wei, Yuning Yang, 2019, J. Comput. Appl. Math..

Further Results for Perron-Frobenius Theorem for Nonnegative Tensors II

Qingzhi Yang, Yuning Yang, Yuning Yang, 2011, SIAM J. Matrix Anal. Appl..

Further Results for Perron-Frobenius Theorem for Nonnegative Tensors

Qingzhi Yang, Yuning Yang, Yuning Yang, 2010, SIAM J. Matrix Anal. Appl..

Robust Support Vector Machines for Classification with Nonconvex and Smooth Losses

Johan A. K. Suykens, Xiaolin Huang, Yunlong Feng, 2016, Neural Computation.

On Finite-Step Convergence of the Non-Greedy Algorithm and Proximal Alternating Minimization Method with Extrapolation for $L_1$-Norm PCA

Yuning Yang, 2023, 2302.07712.

Computing the Largest C-Eigenvalue of a Tensor Using Convex Relaxation

Yuning Yang, Chang Liang, 2022, Journal of Optimization Theory and Applications.

A Rank-One Tensor Updating Algorithm for Tensor Completion

Johan A. K. Suykens, Yunlong Feng, Yuning Yang, 2015, IEEE Signal Processing Letters.

Half-quadratic alternating direction method of multipliers for robust orthogonal tensor approximation

Yuning Yang, Yunlong Feng, 2020, Advances in Computational Mathematics.

A Study on Nonnegative Tubal Matrices

Yuning Yang, Junwei Zhang, Yuning Yang, 2021, 2107.11727.

Perron-Frobenius type theorem for nonnegative tubal matrices in the sense of t-product

Yuning Yang, Junwei Zhang, 2023, Journal of Mathematical Analysis and Applications.

Shifted eigenvalue decomposition method for computing C-eigenvalues of a piezoelectric-type tensor

Yuning Yang, Chang Liang, Yuning Yang, 2021, Computational and Applied Mathematics.

Correntropy Based Matrix Completion

Johan A. K. Suykens, Yunlong Feng, Yuning Yang, 2018, Entropy.

The relaxed inexact projection methods for the split feasibility problem

Qingzhi Yang, Yuning Yang, Zhongwen Wang, 2011, Appl. Math. Comput..