Scholar
Xiaoming Huo
Google Scholar ID: YNQLrPgAAAAJ
Professor, Georgia Institute of Technology
statistics
data science
machine learning
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Citations & Impact
All-time
Citations
1,630
H-index
16
i10-index
31
Publications
20
Co-authors
32
list available
Contact
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Publications
8 items
Most Powerful Test with Exact Family-Wise Error Rate Control: Necessary Conditions and a Path to Fast Computing
2025
Cited
0
LLmFPCA-detect: LLM-powered Multivariate Functional PCA for Anomaly Detection in Sparse Longitudinal Texts
2025
Cited
0
Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning
2025
Cited
0
Kernel-based Equalized Odds: A Quantification of Accuracy-Fairness Trade-off in Fair Representation Learning
2025
Cited
0
Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Theoretically-Grounded and Practical Framework with Synthetic Anomalies
2025
Cited
0
A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics
2024
Cited
0
Asymptotic Behavior of Adversarial Training Estimator under 𝓁∞-Perturbation
arXiv.org · 2024
Cited
2
Identification of Partial-Differential-Equations-Based Models from Noisy Data via Splines
2021
Cited
0
Resume (English only)
Academic Achievements
Selected for Emerging Research Fronts in Mathematics (2006), featuring one globally recognized paper every two months
Georgia Tech Sigma Xi Young Faculty Award (2005)
Fellow of IPAM (September 2004)
Class of 1969 Teaching Fellow (2000)
Honorable Mention in the Modeling Competition in Mathematics (1993)
Hua-Wei Fellowship (awarded to one student per department, 1992)
University Fellowship (1990–1991)
Zhang-Zong-Zhi Fellowship (highest award for freshmen at USTC, 1989)
Gold medalist representing China at the 30th International Mathematical Olympiad (IMO) in Braunschweig, Germany (1989)
Background
A. Russell Chandler III Professor at the H. Milton Stewart School of Industrial and Systems Engineering, Georgia Tech
Associate Director for Research at the Institute for Data Engineering and Science (IDEaS)
Research interests include statistical theory, statistical computing, and data analytics
Made significant contributions in sparse representation, wavelets, and statistical detectability
Senior Member of IEEE since May 2004
Co-authors
32 total
David Donoho
Professor f Statistics, Stanford University
Co-author 2
Ery Arias-Castro
Professor of Mathematics, University of California, San Diego
Co-author 4
Co-author 5
Panagiotis Tsiotras
Georgia Institute of Technology
Co-author 7
Namjoon Suh
UCLA
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