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 | 408 | 2010 |
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 | 201 | 2011 |
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 | 128 | 2015 |
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 | 85 | 2019 |
On some properties of nonnegative weakly irreducible tensors Y Yang, Q Yang arXiv preprint arXiv:1111.0713, 2011 | 78 | 2011 |
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 | 59 | 2016 |
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 | 58 | 2016 |
Singular values of nonnegative rectangular tensors Y Yang, Q Yang Frontiers of Mathematics in China 6, 363-378, 2011 | 50 | 2011 |
A rank-one tensor updating algorithm for tensor completion Y Yang, Y Feng, JAK Suykens IEEE Signal Processing Letters 22 (10), 1633-1637, 2015 | 37 | 2015 |
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 | 36 | 2011 |
Correntropy based matrix completion Y Yang, Y Feng, JAK Suykens Entropy 20 (3), 171, 2018 | 27* | 2018 |
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 | 26 | 2013 |
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 | 25 | 2016 |
Geometric simplicity of spectral radius of nonnegative irreducible tensors Y Yang, Q Yang Frontiers of Mathematics in China 8, 129-140, 2013 | 18 | 2013 |
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 | 17 | 2020 |
On solving biquadratic optimization via semidefinite relaxation Y Yang, Q Yang Computational Optimization and Applications 53 (3), 845-867, 2012 | 13 | 2012 |
Learning with kernelized elastic net regularization Y Feng, Y Yang, Y Zhao, S Lv, JA Suykens Leuven Belgium: KU Leuven, 2014 | 12 | 2014 |
Robust gradient learning with applications Y Feng, Y Yang, JAK Suykens IEEE transactions on neural networks and learning systems, 2016 | 11 | 2016 |
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 | 11 | 2011 |
Some modified relaxed alternating projection methods for solving the two-sets convex feasibility problem Y Yang, Q Yang Optimization 62 (4), 509-525, 2013 | 9 | 2013 |