Youngser Park
Scholar

Youngser Park

Google Scholar ID: b4TnbJsAAAAJ
Research Scientist, Johns Hopkins University
Machine LearningStatistical InferenceData Mining
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Citations & Impact
All-time
Citations
2,319
 
H-index
19
 
i10-index
25
 
Publications
20
 
Co-authors
1
list available
Contact
No contact links provided.
Publications
7 items
A mathematical framework for parameter recovery in large language models via a joint Euclidean mirror
2026
Cited
0
Data Kernel Perspective Space Performance Guarantees for Synthetic Data from Transformer Models
2026
Cited
0
Concentration bounds on response-based vector embeddings of black-box generative models
2025
Cited
0
Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning
2025
Cited
0
Multi-Rank Subspace Change-Point Detection for Monitoring Robotic Swarms
2025
Cited
0
Principal Graph Encoder Embedding and Principal Community Detection
2025
Cited
0
Statistical inference on black-box generative models in the data kernel perspective space
2024
Cited
0
Resume (English only)
Co-authors
1 total
Carey E. Priebe
Carey E. Priebe
Professor of Applied Mathematics and Statistics, Johns Hopkins University