Follow
Yuling Yan
Title
Cited by
Cited by
Year
Noisy matrix completion: Understanding statistical guarantees for convex relaxation via nonconvex optimization
Y Chen, Y Chi, J Fan, C Ma, Y Yan
SIAM Journal on Optimization 30 (4), 3098-3121, 2020
88*2020
Inference and uncertainty quantification for noisy matrix completion
Y Chen, J Fan, C Ma, Y Yan
Proceedings of the National Academy of Sciences 116 (46), 22931-22937, 2019
852019
Bridging convex and nonconvex optimization in robust PCA: Noise, outliers and missing data
Y Chen, J Fan, C Ma, Y Yan
The Annals of Statistics 49 (5), 2948-2971, 2021
342021
Efficient clustering for stretched mixtures: Landscape and optimality
K Wang, Y Yan, M Diaz
Advances in Neural Information Processing Systems 33, 21309-21320, 2020
152020
The efficacy of pessimism in asynchronous Q-learning
Y Yan, G Li, Y Chen, J Fan
arXiv preprint arXiv:2203.07368, 2022
132022
Sample-efficient reinforcement learning for linearly-parameterized MDPs with a generative model
B Wang, Y Yan, J Fan
Advances in Neural Information Processing Systems 34, 2021
92021
Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution under Random Designs
Y Chen, J Fan, B Wang, Y Yan
Journal of the American Statistical Association, 1-27, 2021
92021
Inference for Heteroskedastic PCA with Missing Data
Y Yan, Y Chen, J Fan
arXiv preprint arXiv:2107.12365, 2021
72021
Model-Based Reinforcement Learning Is Minimax-Optimal for Offline Zero-Sum Markov Games
Y Yan, G Li, Y Chen, J Fan
arXiv preprint arXiv:2206.04044, 2022
32022
Asymptotic seed bias in respondent-driven sampling
Y Yan, B Hanlon, S Roch, K Rohe
Electronic Journal of Statistics 14 (1), 1577-1610, 2020
12020
The system can't perform the operation now. Try again later.
Articles 1–10