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Yiqiao Zhong
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Year
Entrywise eigenvector analysis of random matrices with low expected rank
E Abbe, J Fan, K Wang, Y Zhong
Annals of statistics 48 (3), 1452, 2020
2862020
A selective overview of deep learning
J Fan, C Ma, Y Zhong
Statistical science: a review journal of the Institute of Mathematical …, 2021
1962021
An Eigenvector Perturbation Bound and Its Application
J Fan, W Wang, Y Zhong
Journal of Machine Learning Research 18 (207), 1-42, 2018
1682018
Near-optimal bounds for phase synchronization
Y Zhong, N Boumal
SIAM Journal on Optimization 28 (2), 989-1016, 2018
1472018
The interpolation phase transition in neural networks: Memorization and generalization under lazy training
A Montanari, Y Zhong
The Annals of Statistics 50 (5), 2816-2847, 2022
782022
Robust covariance estimation for approximate factor models
J Fan, W Wang, Y Zhong
Journal of econometrics 208 (1), 5-22, 2019
652019
Robust high dimensional factor models with applications to statistical machine learning
J Fan, K Wang, Y Zhong, Z Zhu
Statistical science: a review journal of the Institute of Mathematical …, 2021
492021
An [... formula...] Eigenvector Perturbation Bound and Its Application to Robust Covariance Estimation
J Fan, W Wang, Y Zhong
Journal of machine learning research: JMLR 18, 2018
192018
Tractability from overparametrization: The example of the negative perceptron
A Montanari, Y Zhong, K Zhou
Probability Theory and Related Fields, 1-106, 2024
162024
Differentially private data releasing for smooth queries
Z Wang, C Jin, K Fan, J Zhang, J Huang, Y Zhong, L Wang
Journal of Machine Learning Research 17 (51), 1-42, 2016
152016
Eigenvector Under Random Perturbation: A Nonasymptotic Rayleigh-Schr\"{o} dinger Theory
Y Zhong
arXiv preprint arXiv:1702.00139, 2017
132017
Optimal subspace estimation using overidentifying vectors via generalized method of moments
J Fan, Y Zhong
arXiv preprint arXiv:1805.02826, 2018
72018
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage
Y Gui, C Ma, Y Zhong
arXiv preprint arXiv:2306.03335, 2023
12023
Supplement to “Entrywise eigenvector analysis of random matrices with low expected rank.”
E Abbe, J Fan, K Wang, Y Zhong
Submitted to the Annals of Statistics, 2018
12018
Differentially Private Data Releasing for Smooth Queries with Synthetic Database Output
C Jin, Z Wang, J Huang, Y Zhong, L Wang
arXiv preprint arXiv:1401.0987, 2014
12014
A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery.................... Jian Huang, Yuling Jiao, Bangti Jin, Jin Liu, Xiliang Lu and Can Yang 215 The Box …
J Fan, K Wang, Y Zhong, Z Zhu, C Nachtsheim, D Pena, C Setodji, ...
Statistical Science [ISSN 0883-4237 (print); ISSN 2168-8745 (online)] 36 (2), 2021
2021
Spectral Methods and MLE: A Modern Statistical Perspective
Y Zhong
Princeton University, 2019
2019
Efficient and Differentially Private Data Releasing for Smooth Queries
Z Wang, C Jin, K Fan, J Zhang, J Huang, Y Zhong, L Wang
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