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2020 – today
- 2024
[c16]Yu-Chun Kao, Min Xu, Cun-Hui Zhang:
Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation. COLT 2024: 2795-2839- [i14]Koulik Khamaru, Cun-Hui Zhang:
Inference with the Upper Confidence Bound Algorithm. CoRR abs/2408.04595 (2024) - 2023
- [j15]Yuefeng Han
, Cun-Hui Zhang:
Tensor Principal Component Analysis in High Dimensional CP Models. IEEE Trans. Inf. Theory 69(2): 1147-1167 (2023) - [c15]Fan Zhou, Ping Li, Cun-Hui Zhang:
Universal Bias Reduction in Estimation of Smooth Additive Function in High Dimensions. ALT 2023: 1555-1578 - [c14]Licong Lin, Mufang Ying, Suvrojit Ghosh, Koulik Khamaru, Cun-Hui Zhang:
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference. NeurIPS 2023 - [c13]Mufang Ying, Koulik Khamaru, Cun-Hui Zhang:
Adaptive Linear Estimating Equations. NeurIPS 2023 - [i13]Mufang Ying, Koulik Khamaru, Cun-Hui Zhang:
Adaptive Linear Estimating Equations. CoRR abs/2307.07320 (2023) - [i12]Licong Lin, Mufang Ying, Suvrojit Ghosh, Koulik Khamaru, Cun-Hui Zhang:
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference. CoRR abs/2310.00532 (2023) - 2021
- [c12]Zhixin Zhou, Fan Zhou, Ping Li, Cun-Hui Zhang:
Rate-Optimal Subspace Estimation on Random Graphs. NeurIPS 2021: 20283-20294 - [i11]Yuefeng Han, Cun-Hui Zhang:
Tensor Principal Component Analysis in High Dimensional CP Models. CoRR abs/2108.04428 (2021)
2010 – 2019
- 2019
- [c11]Ping Li, Xiaoyun Li, Cun-Hui Zhang:
Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling. NeurIPS 2019: 15900-15910 - 2017
- [j14]Ming Yuan, Cun-Hui Zhang:
Incoherent Tensor Norms and Their Applications in Higher Order Tensor Completion. IEEE Trans. Inf. Theory 63(10): 6753-6766 (2017) - [c10]Ping Li, Cun-Hui Zhang:
Theory of the GMM Kernel. WWW 2017: 1053-1062 - [i10]Dong Xia, Ming Yuan, Cun-Hui Zhang:
Statistically Optimal and Computationally Efficient Low Rank Tensor Completion from Noisy Entries. CoRR abs/1711.04934 (2017) - 2016
- [j13]Ming Yuan, Cun-Hui Zhang:
On Tensor Completion via Nuclear Norm Minimization. Found. Comput. Math. 16(4): 1031-1068 (2016) - [i9]Ming Yuan, Cun-Hui Zhang:
Incoherent Tensor Norms and Their Applications in Higher Order Tensor Completion. CoRR abs/1606.03504 (2016) - [i8]Ping Li, Cun-Hui Zhang:
Theory of the GMM Kernel. CoRR abs/1608.00550 (2016) - 2015
- [c9]Ping Li, Cun-Hui Zhang:
Compressed Sensing with Very Sparse Gaussian Random Projections. AISTATS 2015 - 2014
- [j12]Wenhua Jiang, Cun-Hui Zhang:
Paths Following Algorithm for Penalized Logistic Regression Using SCAD and MCP. Commun. Stat. Simul. Comput. 43(5): 1064-1077 (2014) - [j11]Jiashun Jin, Cun-Hui Zhang, Qi Zhang:
Optimality of graphlet screening in high dimensional variable selection. J. Mach. Learn. Res. 15(1): 2723-2772 (2014) - [c8]Ping Li, Cun-Hui Zhang, Tong Zhang:
Compressed Counting Meets Compressed Sensing. COLT 2014: 1058-1077 - [i7]Ping Li, Cun-Hui Zhang, Tong Zhang:
Sparse Recovery with Very Sparse Compressed Counting. CoRR abs/1401.0201 (2014) - [i6]Ming Yuan, Cun-Hui Zhang:
On Tensor Completion via Nuclear Norm Minimization. CoRR abs/1405.1773 (2014) - [i5]Ping Li, Cun-Hui Zhang:
Compressed Sensing with Very Sparse Gaussian Random Projections. CoRR abs/1408.2504 (2014) - 2013
- [j10]Tingni Sun, Cun-Hui Zhang:
Sparse matrix inversion with scaled Lasso. J. Mach. Learn. Res. 14(1): 3385-3418 (2013) - [j9]Wenhua Jiang, Cun-Hui Zhang:
A nonparametric empirical Bayes approach to adaptive minimax estimation. J. Multivar. Anal. 122: 82-95 (2013) - [c7]Ping Li, Cun-Hui Zhang:
Exact sparse recovery with L0 projections. KDD 2013: 302-310 - [i4]Ping Li, Cun-Hui Zhang:
Exact Sparse Recovery with L0 Projections. CoRR abs/1302.0895 (2013) - [i3]Ping Li, Cun-Hui Zhang, Tong Zhang:
Compressed Counting Meets Compressed Sensing. CoRR abs/1310.1076 (2013) - 2012
- [j8]Jian Huang, Cun-Hui Zhang:
Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications. J. Mach. Learn. Res. 13: 1839-1864 (2012) - [c6]Han Liu, Fang Han, Cun-Hui Zhang:
Transelliptical Graphical Models. NIPS 2012: 809-817 - [c5]Tingni Sun, Cun-Hui Zhang:
Calibrated Elastic Regularization in Matrix Completion. NIPS 2012: 872-880 - [c4]Ping Li, Art B. Owen, Cun-Hui Zhang:
One Permutation Hashing. NIPS 2012: 3122-3130 - [c3]Ping Li, Cun-Hui Zhang:
Entropy Estimations Using Correlated Symmetric Stable Random Projections. NIPS 2012: 3185-3193 - [i2]Ping Li, Art B. Owen, Cun-Hui Zhang:
One Permutation Hashing for Efficient Search and Learning. CoRR abs/1208.1259 (2012) - 2011
- [c2]Ping Li, Cun-Hui Zhang:
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data. COLT 2011: 477-496 - 2010
- [j7]Fei Ye, Cun-Hui Zhang:
Rate Minimaxity of the Lasso and Dantzig Selector for the lq Loss in lr Balls. J. Mach. Learn. Res. 11: 3519-3540 (2010)
2000 – 2009
- 2007
- [j6]Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang:
Concave Learners for Rankboost. J. Mach. Learn. Res. 8: 791-812 (2007) - [j5]Yehuda Vardi, Cun-Hui Zhang:
Measures of Network Vulnerability. IEEE Signal Process. Lett. 14(5): 313-316 (2007) - 2006
- [j4]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): 2792-2804 (2006) - 2005
- [c1]Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang:
A Probability Model for Combining Ranks. Multiple Classifier Systems 2005: 64-73 - [i1]Fabien Viger, Alain Barrat, Luca Dall'Asta, Cun-Hui Zhang, Eric D. Kolaczyk:
Network Inference from TraceRoute Measurements: Internet Topology 'Species'. CoRR abs/cs/0510007 (2005) - 2004
- [j3]Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang:
Mixed Group Ranks: Preference and Confidence in Classifier Combination. IEEE Trans. Pattern Anal. Mach. Intell. 26(8): 973-981 (2004) - 2001
- [j2]Yehuda Vardi, Cun-Hui Zhang:
A modified Weiszfeld algorithm for the Fermat-Weber location problem. Math. Program. 90(3): 559-566 (2001) - 2000
- [j1]Imre Bárány, Günter Rote, William L. Steiger, Cun-Hui Zhang:
A Central Limit Theorem for Convex Chains in the Square. Discret. Comput. Geom. 23(1): 35-50 (2000)
Coauthor Index
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