Scholar
Yoonsoo Nam
Google Scholar ID: 3YsJBKcAAAAJ
University of Oxford
theory of machine learning
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Citations & Impact
All-time
Citations
54
H-index
2
i10-index
2
Publications
8
Co-authors
14
list available
Contact
Email
communication@physics.ox.ac.uk
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Publications
8 items
Sufficient Conditions for Stability of Minimum-Norm Interpolating Deep ReLU Networks
2026
Cited
0
Supervised sparse auto-encoders as unconstrained feature models for semantic composition
2026
Cited
0
A simple mean field model of feature learning
2025
Cited
0
Supporting Intervention Design for Suicide Prevention with Language Model Assistants
2025
Cited
0
Feature learning is decoupled from generalization in high capacity neural networks
2025
Cited
0
Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification
2025
Cited
0
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
2025
Cited
0
Visualising Feature Learning in Deep Neural Networks by Diagonalizing the Forward Feature Map
arXiv.org · 2024
Cited
1
Co-authors
11 total
Ard A Louis
Professor of Theoretical Physics, University of Oxford
Chris Mingard
DPhil student, University of Oxford
Jaegul Choo
Associate Professor, Graduate School of Artificial Intelligence, KAIST
Charles London
DPhil Student in CS, University of Oxford
Niclas Göring
DPhil at University of Oxford
Soufiane Hayou
Assistant Professor, Johns Hopkins
Clémentine C J Dominé
Phd Student Gatsby Computational Neuroscience
Yeachan Park
Sejong University
