Concepedia

Tong Zhang

TZ

33

Publications

2.9K

Citations

22

H-Index

2002

Active since

Affiliations

Rutgers, The State University of New Jersey(Current)

Princeton University

Hong Kong University of Science and Technology

Tongji University

Tencent (China)

Tong Zhang is an author at Rutgers, The State University of New Jersey specializing in engineering, inverse problems, and approximation theory.

Top concepts

EngineeringApproximation TheoryComputer ScienceInverse ProblemsMathematical ProgrammingMachine LearningData ScienceNumerical AnalysisStatistical InferenceConvex Optimization

Publications per year

2002–2025

33

Publications

33

A Proximal Stochastic Gradient Method with Progressive Variance Reduction

Lin Xiao, Tong Zhang · SIAM Journal on Optimization · 2014 · 621 citations

Mathematical Programming, Numerical Analysis, Nondifferentiable Optimization +14

A General Theory of Concave Regularization for High-Dimensional Sparse Estimation Problems

Cun‐Hui Zhang, Tong Zhang · Statistical Science · 2012 · 309 citations

Numerical Analysis, Sparse Representation, Engineering +15

Multi-Label Prediction via Compressed Sensing

Daniel Hsu, Sham M. Kakade, John Langford et al. · ArXiv.org · 2009 · 259 citations · Full text

Structured Prediction, Engineering, Machine Learning +18

Truncated Power Method for Sparse Eigenvalue Problems

Xiao–Tong Yuan, Tong Zhang · arXiv (Cornell University) · 2011 · 254 citations · Full text

Numerical Analysis, Spectral Theory, Graph Sparsity +16

Robust Matrix Decomposition With Sparse Corruptions

Daniel Hsu, Sham M. Kakade, Tong Zhang · IEEE Transactions on Information Theory · 2011 · 222 citations

Mathematical Programming, Sparse Representation, Engineering +11

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