Bin Gao

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Ya-xiang YuanAcademy of Mathematics and Systems Science, Chinese Academy of SciencesVerified email at lsec.cc.ac.cn
P.-A. AbsilICTEAM, EPL, UCLouvainVerified email at uclouvain.be
Xin LIUAcademy of Mathematics and Systems Science, Chinese Academy of SciencesVerified email at lsec.cc.ac.cn
Tatjana StykelUniversität AugsburgVerified email at math.uni-augsburg.de
Nguyen Thanh SonThai Nguyen University of SciencesVerified email at tnus.edu.vn
xiaojun chenChair Professor of Applied Mathematics, The Hong Kong Polytechnic UniversityVerified email at inet.polyu.edu.hk
Renfeng PengAcademy of Mathematics and Systems ScienceVerified email at lsec.cc.ac.cn
Shuyu DongL2S, CentraleSupélec, INRIA, Université Paris-SaclayVerified email at m4x.org
Pierre AblinApple Machine Learning ResearchVerified email at apple.com
Simon VaryDepartment of Statistics, University of OxfordVerified email at stats.ox.ac.uk
François GlineurProfessor, Université catholique de Louvain (UCLouvain) - ICTEAM / INMA & CORE - EPLVerified email at uclouvain.be
Yang KuangGuangdong University of TechnologyVerified email at gdut.edu.cn
Lei WangPenn State UniversityVerified email at lsec.cc.ac.cn
Guanghui HuUniversity of MacauVerified email at umac.mo
Yan YangAcademy of Mathematics and Systems ScienceVerified email at amss.ac.cn
Wen HuangXiamen UniversityVerified email at xmu.edu.cn
Chengkai ZhuPh.D. Student, The Hong Kong University of Science and Technology (Guangzhou)Verified email at connect.hkust-gz.edu.cn
Xin WangAssociate Professor, AI Thrust, Hong Kong University of Science and Technology (Guangzhou)Verified email at hkust-gz.edu.cn

Bin Gao

Other names高斌

ICMSEC/LSEC, Academy of Mathematics and Systems Science, Chinese Academy of Sciences

Verified email at lsec.cc.ac.cn - Homepage

Riemannian optimization Tensor computation Parallel computing Machine learning


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A new first-order algorithmic framework for optimization problems with orthogonality constraints B Gao, X Liu, X Chen, Y Yuan SIAM Journal on Optimization 28 (1), 302-332, 2018	96*	2018
Parallelizable algorithms for optimization problems with orthogonality constraints B Gao, X Liu, Y Yuan SIAM Journal on Scientific Computing 41 (3), A1949-A1983, 2019	68	2019
Riemannian optimization on the symplectic Stiefel manifold B Gao, NT Son, PA Absil, T Stykel SIAM Journal on Optimization 31 (2), 1546-1575, 2021	42	2021
A Riemannian rank-adaptive method for low-rank matrix completion B Gao, PA Absil Computational Optimization and Applications 81, 67-90, 2022	41	2022
Computing symplectic eigenpairs of symmetric positive-definite matrices via trace minimization and Riemannian optimization NT Son, PA Absil, B Gao, T Stykel SIAM Journal on Matrix Analysis and Applications 42 (4), 1732-1757, 2021	30*	2021
An orthogonalization-free parallelizable framework for all-electron calculations in density functional theory B Gao, G Hu, Y Kuang, X Liu SIAM Journal on Scientific Computing 44 (3), B723-B745, 2022	15	2022
Multipliers Correction Methods for Optimization Problems over the Stiefel Manifold L Wang, B Gao, X Liu CSIAM Transactions on Applied Mathematics 2 (3), 508-531, 2021	15	2021
New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition S Dong, B Gao, Y Guan, F Glineur SIAM Journal on Matrix Analysis and Applications 43 (2), 840-866, 2022	14	2022
Riemannian preconditioned algorithms for tensor completion via tensor ring decomposition B Gao, R Peng, Y Yuan Computational Optimization and Applications 88 (2), 443-468, 2024	13	2024
On the {\L} ojasiewicz exponent of the quadratic sphere constrained optimization problem B Gao, X Liu, X Chen, Y Yuan arXiv preprint arXiv:1611.08781, 2016	12	2016
Optimization on the symplectic Stiefel manifold: SR decomposition-based retraction and applications B Gao, NT Son, T Stykel Linear Algebra and its Applications 682, 50-85, 2024	10	2024
Infeasible deterministic, stochastic, and variance-reduction algorithms for optimization under orthogonality constraints P Ablin, S Vary, B Gao, PA Absil Journal of Machine Learning Research 25 (389), 1-38, 2024	10	2024
Geometry of the symplectic Stiefel manifold endowed with the Euclidean metric B Gao, NT Son, PA Absil, T Stykel Geometric Science of Information: 5th International Conference, GSI 2021 …, 2021	9	2021
Optimization flows landing on the Stiefel manifold B Gao, S Vary, P Ablin, PA Absil IFAC-PapersOnLine 55 (30), 25-30, 2022	8	2022
Optimization on product manifolds under a preconditioned metric B Gao, R Peng, Y Yuan arXiv preprint arXiv:2306.08873, 2023	7	2023
Alternating minimization algorithms for graph regularized tensor completion Y Guan, S Dong, B Gao, PA Absil, F Glineur arXiv preprint arXiv:2008.12876, 2020	7	2020
On the analysis of optimization with fixed-rank matrices: a quotient geometric view S Dong, B Gao, W Huang, KA Gallivan arXiv preprint arXiv:2203.06765, 2022	5	2022
Low-rank optimization on Tucker tensor varieties B Gao, R Peng, Y Yuan Mathematical Programming, 1-51, 2025	3	2025
Symplectic Stiefel manifold: tractable metrics, second-order geometry and Newton's methods B Gao, NT Son, T Stykel arXiv preprint arXiv:2406.14299, 2024	2	2024
Lancbio: dynamic lanczos-aided bilevel optimization via krylov subspace B Gao, Y Yang, Y Yuan arXiv preprint arXiv:2404.03331, 2024	2	2024

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