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Citations per year
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Cited by
All
Since 2019
Citations
50
50
h-index
4
4
i10-index
2
2
0
16
8
2019
2020
2021
2022
2023
2024
2
5
13
7
16
7
Public access
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2 articles
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Co-authors
Thomas Y. Hou
California Institute of Technology
Verified email at cms.caltech.edu
Zhenzhen Li
Bosch Center for AI
Verified email at bosch.com
De Huang
Peking University
Verified email at math.pku.edu.cn
Jeffery Ka Chun Lam
MLT, National Institute of Mental Health
Verified email at nih.gov
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Ziyun Zhang
PhD candidate,
Caltech
Applied and Computational Mathematics
Verified email at caltech.edu
Applied Mathematics
Articles
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Cited by
Cited by
Year
Fast global convergence for low-rank matrix recovery via Riemannian gradient descent with random initialization
TY Hou, Z Li, Z Zhang
arXiv preprint arXiv:2012.15467
, 2020
19
2020
Exponential convergence of Sobolev gradient descent for a class of nonlinear eigenproblems
Z Zhang
Communications in Mathematical Sciences
, 2022
14
2022
Analysis of asymptotic escape of strict saddle sets in manifold optimization
TY Hou, Z Li, Z Zhang
SIAM Journal on Mathematics of Data Science 2 (3), 840-871
, 2020
7
2020
A fast hierarchically preconditioned eigensolver based on multiresolution matrix decomposition
TY Hou, D Huang, KC Lam, Z Zhang
Multiscale Modeling & Simulation 17 (1), 260-306
, 2019
7
2019
Asymptotic escape of spurious critical points on the low-rank matrix manifold
TY Hou, Z Li, Z Zhang
arXiv preprint arXiv:2107.09207
, 2021
3
2021
Low-Rank Matrix Recovery: Manifold Geometry and Global Convergence
Z Zhang
California Institute of Technology
, 2023
2023
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