Concepedia

Tong Zhang

TZ

48

Publications

6.5K

Citations

30

H-Index

2003

Active since

Affiliations

Rutgers, The State University of New Jersey(Current)

Australian National University

Rutgers Sexual and Reproductive Health and Rights

Northwestern Polytechnical University

École Polytechnique Fédérale de Lausanne

Tong Zhang is an author at Rutgers, The State University of New Jersey specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionComputer ScienceDeep LearningImage AnalysisComputer VisionMachine VisionKnowledge Discovery

Publications per year

2003–2024

48

Publications

48

Solving large scale linear prediction problems using stochastic gradient descent algorithms

Tong Zhang · 2004 · 1.1K citations

Engineering, Machine Learning, Algorithmic Learning +16

The benefit of group sparsity

Junzhou Huang, Tong Zhang · The Annals of Statistics · 2010 · 505 citations · Full text

Sparse Representation, Engineering, Group Structure +11

Analysis of Multi-stage Convex Relaxation for Sparse Regularization

Tong Zhang · 2010 · 477 citations

UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders

Jing Zhang, Deng-Ping Fan, Yuchao Dai et al. · 2020 · 395 citations · Full text

Artificial Intelligence, Scene Analysis, Engineering +18

Sparse Recovery With Orthogonal Matching Pursuit Under RIP

Tong Zhang · IEEE Transactions on Information Theory · 2011 · 360 citations

Statistical Signal Processing, Sparse Representation, Engineering +7

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