Yiqiao Zhong

A Selective Overview of Deep Learning pdf

Cong Ma, Jianqing Fan, Yiqiao Zhong, 2019, Statistical science : a review journal of the Institute of Mathematical Statistics.

Near-Optimal Bounds for Phase Synchronization

Nicolas Boumal, Yiqiao Zhong, Nicolas Boumal, 2017, SIAM J. Optim..

An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application

Weichen Wang, Jianqing Fan, Yiqiao Zhong, 2017, J. Mach. Learn. Res..

Differentially Private Data Releasing for Smooth Queries

Liwei Wang, Kai Fan, Jiaqi Zhang, 2016, J. Mach. Learn. Res..

The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training pdf

Andrea Montanari, Yiqiao Zhong, 2020, ArXiv.

Differentially Private Data Releasing for Smooth Queries with Synthetic Database Output pdf

Liwei Wang, Chi Jin, Ziteng Wang, 2014, ArXiv.

Robust high dimensional factor models with applications to statistical machine learning.

Jianqing Fan, Yiqiao Zhong, Kaizheng Wang, 2018, Statistical science : a review journal of the Institute of Mathematical Statistics.

Optimal Subspace Estimation Using Overidentifying Vectors via Generalized Method of Moments

Yiqiao Zhong, Jianqing Fan, Jianqing Fan, 2018, 1805.02826.

The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training pdf

Andrea Montanari, Yiqiao Zhong, A. Montanari, 2020, The Annals of Statistics.