Lei-Hong Zhang

,

Shanheng Han

CoRR, 2024

Proximal Gradient/Semismooth Newton Methods for Projection onto a Polyhedron via the Duality-Gap-Active-Set Strategy.

[BibT_eX]

[DOI]

,

,

,

J. Sci. Comput., October, 2023

Trace ratio optimization with an application to multi-view learning.

[BibT_eX]

[DOI]

Li Wang

,

,

Math. Program., 2023

The L<sub>q</sub>-weighted dual programming of the linear Chebyshev approximation and an interior-point method.

[BibT_eX]

[DOI]

Linyi Yang

,

,

Ya-Nan Zhang

CoRR, 2023

A convex dual programming for the rational minimax approximation and Lawson's iteration.

[BibT_eX]

[DOI]

,

,

,

CoRR, 2023

Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method.

[BibT_eX]

[DOI]

,

,

,

SIAM J. Matrix Anal. Appl., 2022

A Self-Consistent-Field Iteration for Orthogonal Canonical Correlation Analysis.

[BibT_eX]

[DOI]

,

,

,

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Maximizing sum of coupled traces with applications.

[BibT_eX]

[DOI]

Li Wang

,

,

Numerische Mathematik, 2022

Orthogonal multi-view analysis by successive approximations via eigenvectors.

[BibT_eX]

[DOI]

,

,

,

Neurocomputing, 2022

A self-consistent-field iteration for MAXBET with an application to multi-view feature extraction.

[BibT_eX]

[DOI]

,

,

,

,

Adv. Comput. Math., 2022

A Structure-Exploiting Nested Lanczos-Type Iteration for the Multiview Canonical Correlation Analysis.

[BibT_eX]

[DOI]

,

Xijun Ma

,

SIAM J. Sci. Comput., 2021

On Generalizing Trace Minimization.

[BibT_eX]

[DOI]

,

,

,

CoRR, 2021

An accelerated active-set algorithm for a quadratic semidefinite program with general constraints.

[BibT_eX]

[DOI]

,

,

,

Comput. Optim. Appl., 2021

An Eigenvalue-Based Method for the Unbalanced Procrustes Problem.

[BibT_eX]

[DOI]

,

,

,

SIAM J. Matrix Anal. Appl., 2020

Orthogonal canonical correlation analysis and applications.

[BibT_eX]

[DOI]

,

,

,

Optim. Methods Softw., 2020

An Active-Set Proximal-Newton Algorithm for ℓ <sub>1</sub> Regularized Optimization Problems with Box Constraints.

[BibT_eX]

[DOI]

,

,

,

J. Sci. Comput., 2020

Uncorrelated Semi-paired Subspace Learning.

[BibT_eX]

[DOI]

,

,

,

CoRR, 2020

Solving Symmetric and Positive Definite Second-Order Cone Linear Complementarity Problem by A Rational Krylov Subspace Method.

[BibT_eX]

[DOI]

Yiding Lin

,

Xiang Wang

,

CoRR, 2020

An Efficient Numerical Method for the Symmetric Positive Definite Second-Order Cone Linear Complementarity Problem.

[BibT_eX]

[DOI]

,

,

,

J. Sci. Comput., 2019

Simultaneous clustering of multiview biomedical data using manifold optimization.

[BibT_eX]

[DOI]

Yun Yu

,

,

Shuqin Zhang

Bioinform., 2019

A Nested Lanczos Method for the Trust-Region Subproblem.

[BibT_eX]

[DOI]

,

SIAM J. Sci. Comput., 2018

A Lanczos Method for Large-Scale Extreme Lorentz Eigenvalue Problems.

[BibT_eX]

[DOI]

,

,

,

SIAM J. Matrix Anal. Appl., 2018

On an Eigenvector-Dependent Nonlinear Eigenvalue Problem.

[BibT_eX]

[DOI]

,

,

,

SIAM J. Matrix Anal. Appl., 2018

A review of "linear programming computation" by Ping-Qi Pan.

[BibT_eX]

[DOI]

Yangyang Shi

,

,

Wenxing Zhu

Eur. J. Oper. Res., 2018

On the Generalized Lanczos Trust-Region Method.

[BibT_eX]

[DOI]

,

,

SIAM J. Optim., 2017

On the Range of the Pseudomonotone Second-Order Cone Linear Complementarity Problem.

[BibT_eX]

[DOI]

,

,

J. Optim. Theory Appl., 2017

A Filter Active-Set Algorithm for Ball/Sphere Constrained Optimization Problem.

[BibT_eX]

[DOI]

,

,

SIAM J. Optim., 2016

A stabilized filter SQP algorithm for nonlinear programming.

[BibT_eX]

[DOI]

,

,

Wei Liu

J. Glob. Optim., 2016

A Krylov Subspace Method for Large-Scale Second-Order Cone Linear Complementarity Problem.

[BibT_eX]

[DOI]

,

,

,

SIAM J. Sci. Comput., 2015

Convergence of the block Lanczos method for eigenvalue clusters.

[BibT_eX]

[DOI]

,

Numerische Mathematik, 2015

Rayleigh-Ritz Approximation For the Linear Response Eigenvalue Problem.

[BibT_eX]

[DOI]

,

Jungong Xue

,

SIAM J. Matrix Anal. Appl., 2014

An Efficient Matrix Splitting Method for the Second-Order Cone Complementarity Problem.

[BibT_eX]

[DOI]

,

SIAM J. Optim., 2014

A note on the trace quotient problem.

[BibT_eX]

[DOI]

,

,

Optim. Lett., 2014

An efficient algorithm for second-order cone linear complementarity problems.

[BibT_eX]

[DOI]

,

Math. Comput., 2014

On a self-consistent-field-like iteration for maximizing the sum of the Rayleigh quotients.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2014

Global and local convergence of a nonmonotone SQP method for constrained nonlinear optimization.

[BibT_eX]

[DOI]

,

,

,

Comput. Optim. Appl., 2014

Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis.

[BibT_eX]

[DOI]

,

,

Michael K. Ng

J. Optim. Theory Appl., 2013

On optimizing the sum of the Rayleigh quotient and the generalized Rayleigh quotient on the unit sphere.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2013

An alternating variable method for the maximal correlation problem.

[BibT_eX]

[DOI]

,

J. Glob. Optim., 2012

Uncorrelated trace ratio linear discriminant analysis for undersampled problems.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

On sparse linear discriminant analysis algorithm for high-dimensional data classification.

[BibT_eX]

[DOI]

Michael K. Ng

,

,

Numer. Linear Algebra Appl., 2011

Towards the global solution of the maximal correlation problem.

[BibT_eX]

[DOI]

,

,

Li-Ming Sun

J. Glob. Optim., 2011

Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis.

[BibT_eX]

[DOI]

,

,

Michael K. Ng

SIAM J. Matrix Anal. Appl., 2010

Riemannian Newton Method for the Multivariate Eigenvalue Problem.

[BibT_eX]

[DOI]