Ming Yuan
Scholar

Ming Yuan

Google Scholar ID: 4iUBBIEAAAAJ
Columbia University
statisticsoptimizationmachine learninghigh dimensional data analysis
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Citations & Impact
All-time
Citations
10,331
 
H-index
43
 
i10-index
83
 
Publications
20
 
Co-authors
0
 
Publications
17 items
Efficient and Adaptive Estimation of Portfolio Weights with Spectral Risk Measures
2026
Cited
0
Identifiability of Nonnegative Tensor Decompositions via Positive Scattering
2026
Cited
0
Near-Optimal Lower Bounds on One-Bit Compressed Sensing of Approximately Sparse Signals
2026
Cited
0
Deep Learning for Semen Analysis in Male Infertility: Computer Vision, Multimodal Fusion, and Clinical Translation
2026
Cited
0
Robust Matrix Estimation with Side Information
2026
Cited
0
Knowledge-Embedded Latent Projection for Robust Representation Learning
2026
Cited
0
Inferential Theory for Pricing Errors with Latent Factors and Firm Characteristics
2025
Cited
0
A Unified Approach to Statistical Estimation Under Nonlinear Observations: Tensor Estimation and Matrix Factorization
2025
Cited
0
Resume
Academic Achievements
  • 2025 JASA Theory & Method Invited Discussion Paper at JSM
  • 2024 The William F. Sharpe Award for Scholarship in Financial Research, JFQA
  • 2020 Senior Fellow, Institute for Theoretical Studies, ETH Zürich
  • 2018 Medallion Lecturer, Institute of Mathematical Statistics
  • 2017 Leo Breiman Junior Award, ASA Section on SLDS
  • 2014 Guy Medal in Bronze, Royal Statistical Society
  • 2012 Coca-Cola Junior Professorship, School of ISyE, Georgia Tech
  • 2009 CAREER Award, DMS, National Science Foundation
  • 2007 Technometrics Invited Paper at INFORMS
  • 2007 Distinguished Cancer Scholar, Georgia Cancer Coalition
  • 2005 JASA Application & Case Studies Invited Discussion Paper at JSM
  • 2004 John van Ryzin Award, ENAR