Prati
Liwei Jiang
Liwei Jiang
Potvrđena adresa e-pošte na gatech.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
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
362023
Active manifolds, stratifications, and convergence to local minima in nonsmooth optimization
D Davis, D Drusvyatskiy, L Jiang
Foundations of Computational Mathematics, 1-83, 2025
29*2025
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
292021
Asymptotic normality and optimality in nonsmooth stochastic approximation
D Davis, D Drusvyatskiy, L Jiang
The Annals of Statistics 52 (4), 1485-1508, 2024
162024
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
152022
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
14*2024
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
Online Covariance Estimation in Nonsmooth Stochastic Approximation
L Jiang, A Roy, K Balasubramanian, D Davis, D Drusvyatskiy, S Na
arXiv preprint arXiv:2502.05305, 2025
2025
Saddle Avoidance, Asymptotic Normality, and Exponential Acceleration in Nonsmooth Optimization
L Jiang
Cornell University, 2024
2024
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