Zhang Teng

Most-cited papers

Hybrid Linear Modeling via Local Best-Fit Flats
Zhang Teng, A. Szlam, Yi Wang, Gilad Lerman
2010International Journal of Computer Vision203 citations Open access
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CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples
Honggang Yu, Kaichen Yang, Zhang Teng, Yun-Yun Tsai +2 more
2020Network and Distributed System Security Symposium200 citations Open access
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Median K-Flats for hybrid linear modeling with many outliers
Zhang Teng, A. Szlam, Gilad Lerman
20092009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops180 citations Open access
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Robust Computation of Linear Models by Convex Relaxation
Gilad Lerman, Michael B. McCoy, J. Tropp, Zhang Teng
2012Foundations of Computational Mathematics168 citations Open access
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A novel M-estimator for robust PCA
Zhang Teng, Gilad Lerman
2011Journal of machine learning research139 citations
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Spectral Clustering Based on Local PCA
E. Arias-Castro, Gilad Lerman, Zhang Teng
2013Journal of machine learning research109 citations
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Multivariate Generalized Gaussian Distribution: Convexity and Graphical Models
Zhang Teng, A. Wiesel, M. Greco
2013IEEE Transactions on Signal Processing104 citations Open access
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Denoising and covariance estimation of single particle cryo-EM images
T. Bhamre, Zhang Teng, Amit Singer
2016Journal of Structural Biology73 citations Open access
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A Well-Tempered Landscape for Non-convex Robust Subspace Recovery
Tyler Maunu, Zhang Teng, Gilad Lerman
2017Journal of machine learning research67 citations
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Randomized hybrid linear modeling by local best-fit flats
Zhang Teng, A. Szlam, Yi Wang, Gilad Lerman
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition49 citations Open access
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Robust PCA by Manifold Optimization
Zhang Teng, Yi Yang
2017Journal of machine learning research48 citations
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Robust Stochastic Principal Component Analysis
John Goes, Zhang Teng, R. Arora, Gilad Lerman
2014International Conference on Artificial Intelligence and Statistics46 citations
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Estimation of safe sensor measurements of autonomous system under attack
R. Dutta, Xiaolong Guo, Zhang Teng, K. Kwiat +3 more
2017Design Automation Conference40 citations Open access
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Orthogonal Matrix Retrieval In Cryo-Electron Microscopy
T. Bhamre, Zhang Teng, Amit Singer
2014IEEE International Symposium on Biomedical Imaging36 citations Open access
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Security for Safety: A Path Toward Building Trusted Autonomous Vehicles
R. Dutta, Feng Yu, Zhang Teng, Yaodan Hu +1 more
20182018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)30 citations
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Marčenko-Pastur law for Tyler's M-estimator
Zhang Teng, Xiu-Yuan Cheng, Amit Singer
2014Journal of Multivariate Analysis28 citations Open access
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Marchenko-Pastur Law for Tyler's and Maronna's M-estimators
Zhang Teng, Xiu-Yuan Cheng, Amit Singer
201427 citations
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lp\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${l_p}$$\end{document}-Recovery of the Most Significant Subspace Amon
Gilad Lerman, Zhang Teng
2014Constructive approximation25 citations Open access
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Phase Retrieval Using Alternating Minimization in a Batch Setting
Zhang Teng
2017Information Theory and Applications Workshop22 citations Open access
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Flexible Expectile Regression in Reproducing Kernel Hilbert Spaces
Yi Yang, Zhang Teng, H. Zou
2015Technometrics22 citations Open access
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Automatic diagonal loading for Tyler's robust covariance estimator
Zhang Teng, A. Wiesel
2016Symposium on Software Performance18 citations
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A Majorization-Minimization Algorithm for the Karcher Mean of Positive Definite Matrices
Zhang Teng
201317 citations
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Anisotropic twicing for single particle reconstruction using autocorrelation analysis
T. Bhamre, Zhang Teng, Amit Singer
2017arXiv.org15 citations
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Phase Retrieval by Alternating Minimization With Random Initialization
Zhang Teng
2018IEEE Transactions on Information Theory13 citations Open access
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Resilient Distributed Filter for State Estimation of Cyber-Physical Systems Under Attack
R. Dutta, Zhang Teng, Yier Jin
2019American Control Conference9 citations
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Exact Camera Location Recovery by Least Unsquared Deviations
Gilad Lerman, Yun-Peng Shi, Zhang Teng
2017SIAM Journal of Imaging Sciences9 citations Open access
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Robust discriminant analysis using multi-directional projection pursuit
Hsin-Hsiung Huang, Zhang Teng
2020Pattern Recognition Letters7 citations Open access
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ORTHOGONAL TRACE-SUM MAXIMIZATION: TIGHTNESS OF THE SEMIDEFINITE RELAXATION AND GUARANTEE OF LOCALLY OPTIMAL SOLUTIONS
Joong-Ho Won, Zhang Teng, Hua Zhou
2021SIAM Journal on Optimization5 citations Open access
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Special Issue: Resilient Distributed Estimator with Information Consensus for CPS Security
Feng Yu, Yaodan Hu, Zhang Teng, Yier Jin
2020ICCD5 citations
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Theoretical Guarantees for Sparse Principal Component Analysis based on the Elastic Net
Hao-Yi Yang, Zhang Teng, Lingzhou Xue
2025IEEE Transactions on Information Theory3 citations
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Phase retrieval of complex-valued objects via a randomized Kaczmarz method
Zhang Teng, Yu Feng
2020Information and Inference A Journal of the IMA2 citations Open access
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Improved Convergence Factor of Windowed Anderson Acceleration for Symmetric Fixed-Point Iterations
Casey Garner, Gilad Lerman, Zhang Teng
2023SIAM Journal on Numerical Analysis1 citations Open access
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Exploring Adversarial Examples for Efficient Active Learning in Machine Learning Classifiers
H. Yu, Shihfeng Zeng, Zhang Teng, I. Lin +1 more
2021arXiv.org1 citations
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A novel M-estimator for robust PCA
Zhang Teng, LermanGilad
20141 citations
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When Windowed Anderson Acceleration Converges Faster
Gilad Lerman, Zhang Teng
20260 citations
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Supplemental - Flexible Expectile Regression in Reproducing Kernel Hilbert Spaces
Yi Yang, Zhang Teng, H. Zou
20180 citations
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