Yandi Shen

Most-cited papers

The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing
Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma
2023International Conference on Machine Learning56 citations Open access
Semantic Scholar
Uncertainty quantification in the Bradley–Terry–Luce model
Chao Gao, Yandi Shen, A. Zhang
2021Information and Inference A Journal of the IMA51 citations Open access
Semantic Scholar
Optimal estimation of variance in nonparametric regression with random design
Yandi Shen, Chao Gao, D. Witten, Fang Han
2019Annals of Statistics29 citations Open access
Semantic Scholar
Universality of regularized regression estimators in high dimensions
Q. Han, Yandi Shen
2022arXiv.org27 citations Open access
Semantic Scholar
Empirical Bayes estimation: When does $g$-modeling beat $f$-modeling in theory (and in practice)?
Yandi Shen, Yi-Hong Wu
202213 citations
Semantic Scholar
Exponential inequalities for dependent V-statistics via random Fourier features
Yandi Shen, Fang Han, D. Witten
2020Electronic Journal of Probability12 citations Open access
Semantic Scholar
Generalized kernel distance covariance in high dimensions: non-null CLTs and power universality
Q. Han, Yandi Shen
2021Information and Inference A Journal of the IMA10 citations Open access
Semantic Scholar
Universality of regularized regression estimators in high dimensions
Q. Han, Yandi Shen
2023Annals of Statistics9 citations Open access
Semantic Scholar
Nonparametric Mixture MLEs Under Gaussian-Smoothed Optimal Transport Distance
Fang Han, Zhen Miao, Yandi Shen
2021IEEE Transactions on Information Theory8 citations Open access
Semantic Scholar
On a Phase Transition in General Order Spline Regression
Yandi Shen, Q. Han, Fang Han
2020IEEE Transactions on Information Theory6 citations Open access
Semantic Scholar
Contiguity under high-dimensional Gaussianity with applications to covariance testing
Q. Han, Tie-Feng Jiang, Yandi Shen
2021The Annals of Applied Probability3 citations Open access
Semantic Scholar
High-dimensional asymptotics of likelihood ratio tests in the Gaussian sequence model under convex constraints
Q. Han, Bodhisattva Sen, Yandi Shen
2020Annals of Statistics3 citations Open access
Semantic Scholar
Tail behavior of dependent V-statistics and its applications
Yandi Shen, Fang Han, D. Witten
20192 citations
Semantic Scholar
Approximate Message Passing with Random Initialization for Phase Retrieval
Yuchen Chen, Yandi Shen, Xingyu Xu
20260 citations
Semantic Scholar