Wen Huang

Numer. Linear Algebra Appl., May, 2024

A Riemannian Proximal Newton Method.

[BibT_eX]

[DOI]

SIAM J. Optim., March, 2024

An Operator-Splitting Optimization Approach for Phase-Field Simulation of Equilibrium Shapes of Crystals.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2024

Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-Order Convergence.

[BibT_eX]

[DOI]

Oper. Res., 2024

2023

An inexact Riemannian proximal gradient method.

[BibT_eX]

[DOI]

Ke Wei

Comput. Optim. Appl., May, 2023

2022

An extension of fast iterative shrinkage-thresholding algorithm to Riemannian optimization for sparse principal component analysis.

[BibT_eX]

[DOI]

Ke Wei

Numer. Linear Algebra Appl., 2022

Riemannian proximal gradient methods.

[BibT_eX]

[DOI]

Ke Wei

Math. Program., 2022

A Limited-Memory Riemannian Symmetric Rank-One Trust-Region Method with a Restart Strategy.

[BibT_eX]

[DOI]

J. Sci. Comput., 2022

On the analysis of optimization with fixed-rank matrices: a quotient geometric view.

[BibT_eX]

[DOI]

CoRR, 2022

Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Analysis of the Neighborhood Pattern Similarity Measure for the Role Extraction Problem.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2021

2020

Computing the matrix geometric mean: Riemannian versus Euclidean conditioning, implementation techniques, and a Riemannian BFGS method.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2020

Community Detection by a Riemannian Projected Proximal Gradient Method.

[BibT_eX]

[DOI]

CoRR, 2020

2018

ROPTLIB: An Object-Oriented C++ Library for Optimization on Riemannian Manifolds.

[BibT_eX]

[DOI]

ACM Trans. Math. Softw., 2018

A Riemannian BFGS Method Without Differentiated Retraction for Nonconvex Optimization Problems.

[BibT_eX]

[DOI]

SIAM J. Optim., 2018

2017

Solving PhaseLift by Low-Rank Riemannian Optimization Methods for Complex Semidefinite Constraints.

[BibT_eX]

[DOI]

Xiangxiong Zhang

SIAM J. Sci. Comput., 2017

Intrinsic representation of tangent vectors and vector transports on matrix manifolds.

[BibT_eX]

[DOI]

Numerische Mathematik, 2017

Visualizing phylogenetic tree landscapes.

[BibT_eX]

[DOI]

James C. Wilgenbusch

BMC Bioinform., 2017

2016

Riemannian Optimization for Registration of Curves in Elastic Shape Analysis.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2016

A Riemannian rank-adaptive method for low-rank optimization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

A Riemannian Limited-memory BFGS Algorithm for Computing the Matrix Geometric Mean.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science 2016, 2016

Solving PhaseLift by Low-rank Riemannian Optimization Methods.

[BibT_eX]

[DOI]

Xiangxiong Zhang

Proceedings of the International Conference on Computational Science 2016, 2016

2015

A Broyden Class of Quasi-Newton Methods for Riemannian Optimization.

[BibT_eX]

[DOI]

SIAM J. Optim., 2015

A Riemannian symmetric rank-one trust-region method.

[BibT_eX]

[DOI]

Math. Program., 2015

Weakly Correlated Sparse Components with Nearly Orthonormal Loadings.

[BibT_eX]

[DOI]

Matthieu Genicot

Nickolay T. Trendafilov

Proceedings of the Geometric Science of Information - Second International Conference, 2015

A Riemannian approach for computing geodesies in elastic shape analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Rank-constrained optimization: a Riemannian manifold approach.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

A Riemannian BFGS Method for Nonconvex Optimization Problems.

[BibT_eX]

[DOI]