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Liwei Jiang
Liwei Jiang
在 gatech.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Algorithmic regularization in model-free overparametrized asymmetric matrix factorization
L Jiang, Y Chen, L Ding
SIAM Journal on Mathematics of Data Science 5 (3), 723-744, 2023
322023
Rank overspecified robust matrix recovery: Subgradient method and exact recovery
L Ding, L Jiang, Y Chen, Q Qu, Z Zhu
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
282021
Active manifolds, stratifications, and convergence to local minima in nonsmooth optimization
D Davis, D Drusvyatskiy, L Jiang
arXiv preprint arXiv:2108.11832, 2021
27*2021
A validation approach to over-parameterized matrix and image recovery
L Ding, Z Qin, L Jiang, J Zhou, Z Zhu
arXiv preprint arXiv:2209.10675, 2022
122022
A Local Nearly Linearly Convergent First-Order Method for Nonsmooth Functions with Quadratic Growth
D Davis, L Jiang
Foundations of Computational Mathematics, 1-82, 2024
11*2024
Asymptotic normality and optimality in nonsmooth stochastic approximation
D Davis, D Drusvyatskiy, L Jiang
The Annals of Statistics 52 (4), 1485-1508, 2024
102024
On the translates of general dyadic systems on
TC Anderson, B Hu, L Jiang, C Olson, Z Wei
Mathematische Annalen 377 (3), 911-933, 2020
62020
Gradient descent with adaptive stepsize converges (nearly) linearly under fourth-order growth
D Davis, D Drusvyatskiy, L Jiang
arXiv preprint arXiv:2409.19791, 2024
12024
Saddle Avoidance, Asymptotic Normality, and Exponential Acceleration in Nonsmooth Optimization
L Jiang
Cornell University, 2024
2024
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