Concepedia

Jie Chen

JC

Statistics

Publications

127

Citations

5.7K

H-Index

38

Active since

2004

Affiliations

Northwestern Polytechnical University(Current)

Université Côte d'Azur

Centre National de la Recherche Scientifique

Ministry of Industry and Information Technology

Soochow University

Jie Chen is an author at Northwestern Polytechnical University specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceInverse ProblemsSignal ProcessingImage AnalysisPattern RecognitionHyperspectral ImagingComputer Vision

Publications per year

2004–2024

127

Publications

127

Theoretical Results on Sparse Representations of Multiple-Measurement Vectors

Jie Chen, Xiaoming Huo · IEEE Transactions on Signal Processing · 2006 · 817 citations

Sparse Representation, Engineering, Sparse Representations +8

Multitask Diffusion Adaptation Over Networks

Jie Chen, Cédric Richard, Ali H. Sayed · IEEE Transactions on Signal Processing · 2014 · 286 citations · Full text

Engineering, Machine Learning, Distributed Algorithms +18

Diffusion LMS Over Multitask Networks

Jie Chen, Cédric Richard, Ali H. Sayed · IEEE Transactions on Signal Processing · 2015 · 249 citations · Full text

Fast Approximate k NN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection

Jie Chen, Haw‐ren Fang, Yousef Saad · 2009 · 240 citations

Graph Sparsity, Engineering, Computational Complexity +17

Trace optimization and eigenproblems in dimension reduction methods

Effrosyni Kokiopoulou, Jie Chen, Yousef Saad · Numerical Linear Algebra with Applications · 2010 · 186 citations

Numerical Analysis, Spectral Theory, Engineering +16

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