Scholar
Ernest K. Ryu
Google Scholar ID: CNOqUZoAAAAJ
University of California, Los Angeles
Deep learning theory
Convex optimization
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Citations & Impact
All-time
Citations
2,909
H-index
27
i10-index
48
Publications
20
Co-authors
0
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No contact links provided.
Publications
14 items
Policy Gradient Algorithms in Average-Reward Multichain MDPs
2026
Cited
0
Why Policy Gradient Algorithms Work for Undiscounted Total-Reward MDPs
2025
Cited
0
Finite-Time Bounds for Average-Reward Fitted Q-Iteration
2025
Cited
0
Traveling Salesman-Based Token Ordering Improves Stability in Homomorphically Encrypted Language Models
2025
Cited
0
Clip-Low Increases Entropy and Clip-High Decreases Entropy in Reinforcement Learning of Large Language Models
2025
Cited
0
Sharpness-Aware Minimization Can Hallucinate Minimizers
2025
Cited
0
STORK: Improving the Fidelity of Mid-NFE Sampling for Diffusion and Flow Matching Models
2025
Cited
0
Decomposing Complex Visual Comprehension into Atomic Visual Skills for Vision Language Models
2025
Cited
2
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Resume (English only)
Academic Achievements
Sloan Research Fellowship, 2025
INFORMS Optimization Society Young Researchers Prize, 2024
Education Prize, College of Natural Science, SNU, 2024
KSIAM Outstanding Young Investigator Award, 2023
Excellent Research Award, College of Natural Science, SNU, 2023
Samsung Science & Technology Foundation Grant (No. SSTF-BA2101-02), 2021
Gene Golub Best Thesis Award, 2016
Simons Math+X Graduate Fellowship, 2012
NASA Tech Brief Award, 2011
DOE Office of Science Graduate Fellowship (SCGF), 2010
Caltech Upper Class Merit Award, 2008
Co-authors
0 total
Co-authors: 0 (list not available)
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