Junren Chen
Scholar

Junren Chen

Google Scholar ID: pw3tOroAAAAJ
University of Maryland
high-dimensional statisticsnonconvex optimizationdata science
Citations & Impact
All-time
Citations
165
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • Published multiple papers in journals and conferences such as IEEE Transactions on Information Theory, ACM-SIAM Symposium on Discrete Algorithms, and Applied and Computational Harmonic Analysis, including 'High Dimensional Statistical Estimation under Uniformly Dithered One-Bit Quantization', 'A Unified Approach to Statistical Estimation Under Nonlinear Observations: Tensor Estimation and Matrix Factorization', 'Exact Thresholds for Noisy Non-Adaptive Group Testing', etc.
Research Experience
  • Departmental Postdoc at the University of Maryland.
Education
  • PhD from the Math Department of The University of Hong Kong.
Background
  • Research interests include high-dimensional statistics, nonconvex optimization, math of data, signal processing, and machine learning. Currently a Departmental Postdoc at the University of Maryland.