Cun-Hui Zhang

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 16

Top Topics

High Dimensions

Dimensionality Reduction

Top Venues

IEEE Trans. Inf. Theory

Publications

Yu-Chun Kao, Min Xu, Cun-Hui Zhang
Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation. COLT (2024)
Mufang Ying, Koulik Khamaru, Cun-Hui Zhang
Adaptive Linear Estimating Equations. NeurIPS (2023)
Fan Zhou, Ping Li, Cun-Hui Zhang
Universal Bias Reduction in Estimation of Smooth Additive Function in High Dimensions. ALT (2023)
Licong Lin, Mufang Ying, Suvrojit Ghosh, Koulik Khamaru, Cun-Hui Zhang
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference. CoRR (2023)
Yuefeng Han, Cun-Hui Zhang
Tensor Principal Component Analysis in High Dimensional CP Models. IEEE Trans. Inf. Theory 69 (2) (2023)
Licong Lin, Mufang Ying, Suvrojit Ghosh, Koulik Khamaru, Cun-Hui Zhang
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference. NeurIPS (2023)
Mufang Ying, Koulik Khamaru, Cun-Hui Zhang
Adaptive Linear Estimating Equations. CoRR (2023)
Yuefeng Han, Cun-Hui Zhang
Tensor Principal Component Analysis in High Dimensional CP Models. CoRR (2021)
Zhixin Zhou, Fan Zhou, Ping Li, Cun-Hui Zhang
Rate-Optimal Subspace Estimation on Random Graphs. NeurIPS (2021)
Ping Li, Xiaoyun Li, Cun-Hui Zhang
Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling. NeurIPS (2019)
Dong Xia, Ming Yuan, Cun-Hui Zhang
Statistically Optimal and Computationally Efficient Low Rank Tensor Completion from Noisy Entries. CoRR (2017)
Ming Yuan, Cun-Hui Zhang
Incoherent Tensor Norms and Their Applications in Higher Order Tensor Completion. IEEE Trans. Inf. Theory 63 (10) (2017)
Ping Li, Cun-Hui Zhang
Theory of the GMM Kernel. WWW (2017)
Ping Li, Cun-Hui Zhang
Theory of the GMM Kernel. CoRR (2016)
Ming Yuan, Cun-Hui Zhang
Incoherent Tensor Norms and Their Applications in Higher Order Tensor Completion. CoRR (2016)
Ming Yuan, Cun-Hui Zhang
On Tensor Completion via Nuclear Norm Minimization. Found. Comput. Math. 16 (4) (2016)
Ping Li, Cun-Hui Zhang
Compressed Sensing with Very Sparse Gaussian Random Projections. AISTATS (2015)
Ping Li, Cun-Hui Zhang
Compressed Sensing with Very Sparse Gaussian Random Projections. CoRR (2014)
Ping Li, Cun-Hui Zhang, Tong Zhang
Compressed Counting Meets Compressed Sensing. COLT (2014)
Wenhua Jiang, Cun-Hui Zhang
Paths Following Algorithm for Penalized Logistic Regression Using SCAD and MCP. Commun. Stat. Simul. Comput. 43 (5) (2014)
Ping Li, Cun-Hui Zhang, Tong Zhang
Sparse Recovery with Very Sparse Compressed Counting. CoRR (2014)
Jiashun Jin, Cun-Hui Zhang, Qi Zhang
Optimality of graphlet screening in high dimensional variable selection. J. Mach. Learn. Res. 15 (1) (2014)
Ming Yuan, Cun-Hui Zhang
On Tensor Completion via Nuclear Norm Minimization. CoRR (2014)
Ping Li, Cun-Hui Zhang
Exact Sparse Recovery with L0 Projections CoRR (2013)
Tingni Sun, Cun-Hui Zhang
Sparse matrix inversion with scaled Lasso. J. Mach. Learn. Res. 14 (1) (2013)
Wenhua Jiang, Cun-Hui Zhang
A nonparametric empirical Bayes approach to adaptive minimax estimation. J. Multivar. Anal. 122 (2013)
Ping Li, Cun-Hui Zhang, Tong Zhang
Compressed Counting Meets Compressed Sensing. CoRR (2013)
Ping Li, Cun-Hui Zhang
Exact sparse recovery with L0 projections. KDD (2013)
Han Liu, Fang Han, Cun-Hui Zhang
Transelliptical Graphical Models. NIPS (2012)
Tingni Sun, Cun-Hui Zhang
Calibrated Elastic Regularization in Matrix Completion. NIPS (2012)
Ping Li, Art B. Owen, Cun-Hui Zhang
One Permutation Hashing. NIPS (2012)
Ping Li, Art B. Owen, Cun-Hui Zhang
One Permutation Hashing for Efficient Search and Learning CoRR (2012)
Ping Li, Cun-Hui Zhang
Entropy Estimations Using Correlated Symmetric Stable Random Projections. NIPS (2012)
Jian Huang, Cun-Hui Zhang
Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications. J. Mach. Learn. Res. 13 (2012)
Ping Li, Cun-Hui Zhang
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data. COLT (2011)
Fei Ye, Cun-Hui Zhang
Balls. J. Mach. Learn. Res. 11 (2010)
Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang
Concave Learners for Rankboost. J. Mach. Learn. Res. 8 (2007)
Yehuda Vardi, Cun-Hui Zhang
Measures of Network Vulnerability. IEEE Signal Process. Lett. 14 (5) (2007)
Martin A. Lindquist, Cun-Hui Zhang, Gary Glover, Larry Shepp, Qing X. Yang
A generalization of the two-dimensional prolate spheroidal wave function method for nonrectilinear MRI data acquisition methods. IEEE Trans. Image Process. 15 (9) (2006)
Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang
A Probability Model for Combining Ranks. Multiple Classifier Systems (2005)
Fabien Viger, Alain Barrat, Luca Dall'Asta, Cun-Hui Zhang, Eric D. Kolaczyk
Network Inference from TraceRoute Measurements: Internet Topology 'Species' CoRR (2005)
Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang
Mixed Group Ranks: Preference and Confidence in Classifier Combination. IEEE Trans. Pattern Anal. Mach. Intell. 26 (8) (2004)
Yehuda Vardi, Cun-Hui Zhang
A modified Weiszfeld algorithm for the Fermat-Weber location problem. Math. Program. 90 (3) (2001)