Yihong Wu
Yihong Wu
Assistant Professor, Department of Statistics and Data Science
Verified email at yale.edu - Homepage
TitleCited byYear
Sparse PCA: Optimal rates and adaptive estimation
TT Cai, Z Ma, Y Wu
The Annals of Statistics 41 (6), 3074-3110, 2013
2072013
Estimation in Gaussian noise: Properties of the minimum mean-square error
D Guo, Y Wu, SS Shitz, S Verdú
IEEE Transactions on Information Theory 57 (4), 2371-2385, 2011
1852011
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming
B Hajek, Y Wu, J Xu
arXiv preprint arXiv:1412.6156, 2014
1492014
Rényi information dimension: Fundamental limits of almost lossless analog compression
Y Wu, S Verdú
IEEE Transactions on Information Theory 56 (8), 3721-3748, 2010
1472010
Minimax rates of entropy estimation on large alphabets via best polynomial approximation
Y Wu, P Yang
IEEE Transactions on Information Theory 62 (6), 3702-3720, 2016
1322016
Optimal phase transitions in compressed sensing
Y Wu, S Verdú
IEEE Transactions on Information Theory 58 (10), 6241-6263, 2012
1252012
Functional Properties of Minimum Mean-square Error and Mutual Information
Y Wu, S Verdú
Information Theory, IEEE Transactions on, 2012, 0
113*
Optimal estimation and rank detection for sparse spiked covariance matrices
T Cai, Z Ma, Y Wu
Probability Theory and Related Fields 161 (3-4), 781-815, 2013
1082013
Computational barriers in minimax submatrix detection
Z Ma, Y Wu
The Annals of Statistics 43 (3), 1089-1116, 2015
992015
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions
B Hajek, Y Wu, J Xu
IEEE Transactions on Information Theory 62 (10), 5918-5937, 2016
872016
LECTURE NOTES ON INFORMATION THEORY
Y Polyanskiy, Y Wu
802014
Distributed robust optimization for communication networks
K Yang, Y Wu, J Huang, X Wang, S Verdú
IEEE INFOCOM 2008-The 27th Conference on Computer Communications, 1157-1165, 2008
772008
Computational lower bounds for community detection on random graphs
B Hajek, Y Wu, J Xu
Conference on Learning Theory, 899-928, 2015
712015
Near-Optimal Compressed Sensing of a Class of Sparse Low-Rank Matrices Via Sparse Power Factorization
K Lee, Y Wu, Y Bresler
IEEE Transactions on Information Theory 64 (3), 1666-1698, 2018
702018
Wasserstein continuity of entropy and outer bounds for interference channels
Y Polyanskiy, Y Wu
IEEE Transactions on Information Theory 62 (7), 3992--4002, 2016
692016
MMSE dimension
Y Wu, S Verdú
IEEE Transactions on Information Theory 57 (8), 4857-4879, 2011
682011
Optimal prediction of the number of unseen species
A Orlitsky, AT Suresh, Y Wu
Proceedings of the National Academy of Sciences 113 (47), 13283-13288, 2016
632016
The impact of constellation cardinality on Gaussian channel capacity
Y Wu, S Verdú
Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton …, 2010
622010
Dissipation of information in channels with input constraints
Y Polyanskiy, Y Wu
IEEE Transactions on Information Theory 62 (1), 35-55, 2015
552015
Chebyshev polynomials, moment matching, and optimal estimation of the unseen
Y Wu, P Yang
The Annals of Statistics, 2015
51*2015
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Articles 1–20