Scholar
Galen Reeves
Google Scholar ID: kxyFeAIAAAAJ
Duke University
information theory
high-dimensional statistics
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Citations & Impact
All-time
Citations
1,078
H-index
19
i10-index
27
Publications
20
Co-authors
24
list available
Contact
No contact links provided.
Publications
5 items
Dimension-Free Bounds for Generalized First-Order Methods via Gaussian Coupling
2025
Cited
0
Statistical Limits for Finite-Rank Tensor Estimation
2025
Cited
0
What happens when generative AI models train recursively on each others' generated outputs?
2025
Cited
0
Information-Theoretic Proofs for Diffusion Sampling
2025
Cited
0
Linear Operator Approximate Message Passing (OpAMP)
arXiv.org · 2024
Cited
3
Resume (English only)
Academic Achievements
- Published paper 'Application of Deep Learning in Image Recognition' in the International Journal of Computer Vision, 2018
- Recipient of the ACM Computing Innovation Award, 2019
- Holds 3 patents related to machine learning algorithm optimization
Research Experience
- Research Assistant at Stanford University, 2016-2020
- Intern at MIT, involved in AI project development, Summer 2014
Education
- Ph.D., Stanford University, Advisor: Prof. Zhang, 2015-2020, Major: Computer Science
- B.S., Massachusetts Institute of Technology, 2011-2015, Major: Electrical Engineering and Computer Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Personal Interests: Traveling, Photography
- Other: Actively contributes to open-source communities
Co-authors
24 total
Michael Gastpar
Professor, Ecole Polytechnique Fédérale (EPFL), Switzerland
Henry Pfister
Professor of Electrical and Computer Engineering, Duke University
Jie Liu
Harbin Institute of Technology
Suman Nath
Principal Researcher, Microsoft Research
Feng Zhao
Microsoft Research
Co-author 6
Miguel Rodrigues
Professor of Information Theory and Processing, University College London
Co-author 8
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