Yiqiao Zhong
Publications
Montanari, A and Zhong, Y. (2022+)
Tractability from overparametrization: The example of the negative perceptron.
Probability Theory and Related Fields, To appear [ArXiv version]
Montanari, A and Zhong, Y. (2022)
The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training.
Annals of Statistics, 2022 [ArXiv version]
Fan, J. Cong, M. and Zhong, Y. (2021)
A Selective Overview of Deep Learning.
Statistical Science, 2021 [ArXiv version].
Fan, J. Wang, K. Zhong, Y. Zhu, Z. (2021)
Robust High Dimensional Factor Models with Applications to Statistical Machine Learning
Statistical Science, 2021 [ArXiv version]
Avery, J. J., Starck, J., Zhong, Y., Avery, J. D., & Cooper, J. (2019+)
When your own team is against you: Implicit and explicit attitudes in criminal defense
The Journal of Social Psychology, 2020
Abbe, E. Fan, J. Wang, K. Zhong, Y. (2019)
Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank
the Annals of Statistics, 2020 [ArXiv version], [Slides]
Fan, J. Wang, W. and Zhong, Y. (2019)
Robust Covariance Estimation for Approximate Factor Models
Journal of Econometrics 208.1 (2019): 5-22. [ArXiv version].
Fan, J. Wang, W. and Zhong, Y. (2018)
An Eigenvector Perturbation Bound and Its Application to Robust Covariance Estimation
Journal of Machine Learning Research; 18(207):1−42, 2018 [ArXiv version], [JMLR version], [Slides], [Poster]
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