Teng Zhang
Teng Zhang
Department of Mathematics, University of Central Florida
Verified email at ucf.edu - Homepage
Title
Cited by
Cited by
Year
Hybrid linear modeling via local best-fit flats
T Zhang, A Szlam, Y Wang, G Lerman
International journal of computer vision 100 (3), 217-240, 2012
2152012
Median k-flats for hybrid linear modeling with many outliers
T Zhang, A Szlam, G Lerman
2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009
1812009
Robust computation of linear models by convex relaxation
G Lerman, MB McCoy, JA Tropp, T Zhang
Foundations of Computational Mathematics 15 (2), 363-410, 2015
158*2015
A novel m-estimator for robust pca
T Zhang, G Lerman
The Journal of Machine Learning Research 15 (1), 749-808, 2014
1202014
Sparse precision matrix estimation via lasso penalized d-trace loss
T Zhang, H Zou
Biometrika 99 (1), 1-18, 2012
1142012
Robust recovery of multiple subspaces by geometric lp minimization
G Lerman, T Zhang
The Annals of Statistics 39 (5), 2686-2715, 2011
1042011
Multivariate generalized Gaussian distribution: Convexity and graphical models
T Zhang, A Wiesel, MS Greco
IEEE Transactions on Signal Processing 61 (16), 4141-4148, 2013
752013
Spectral clustering based on local PCA
E Arias-Castro, G Lerman, T Zhang
The Journal of Machine Learning Research 18 (1), 253-309, 2017
712017
Randomized hybrid linear modeling by local best-fit flats
T Zhang, A Szlam, Y Wang, G Lerman
2010 ieee computer society conference on computer vision and pattern …, 2010
482010
Denoising and covariance estimation of single particle cryo-EM images
T Bhamre, T Zhang, A Singer
Journal of structural biology 195 (1), 72-81, 2016
472016
Robust stochastic principal component analysis
J Goes, T Zhang, R Arora, G Lerman
Artificial Intelligence and Statistics, 266-274, 2014
422014
Spectral clustering in the dynamic stochastic block model
M Pensky, T Zhang
Electronic Journal of Statistics 13 (1), 678-709, 2019
392019
Marčenko–Pastur law for Tyler’s M-estimator
T Zhang, X Cheng, A Singer
Journal of Multivariate Analysis 149, 114-123, 2016
38*2016
A well-tempered landscape for non-convex robust subspace recovery
T Maunu, T Zhang, G Lerman
Journal of Machine Learning Research 20 (37), 2019
362019
Robust subspace recovery by Tyler's M-estimator
T Zhang
Information and Inference: A Journal of the IMA 5 (1), 1-21, 2016
34*2016
Spectral clustering based on local PCA
E Arias-Castro, G Lerman, T Zhang
arXiv preprint arXiv:1301.2007, 2013
332013
Structured robust covariance estimation
A Wiesel, T Zhang
Foundations and TrendsŪ in Signal Processing 8 (3), 127-216, 2015
262015
Robust PCA by manifold optimization
T Zhang, Y Yang
The Journal of Machine Learning Research 19 (1), 3101-3139, 2018
252018
CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples.
H Yu, K Yang, T Zhang, YY Tsai, TY Ho, Y Jin
NDSS, 2020
212020
Estimation of safe sensor measurements of autonomous system under attack
RG Dutta, X Guo, T Zhang, K Kwiat, C Kamhoua, L Njilla, Y Jin
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
212017
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