Scholar
James B. Simon
Google Scholar ID: zjGfh3sAAAAJ
UC Berkeley
Deep Learning
Theoretical Physics
Statistical Mechanics
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Citations & Impact
All-time
Citations
2,537
H-index
12
i10-index
13
Publications
20
Co-authors
8
list available
Publications
6 items
Predicting kernel regression learning curves from only raw data statistics
2025
Cited
0
FACT: the Features At Convergence Theorem for neural networks
2025
Cited
0
Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks
2025
Cited
0
Saddle-To-Saddle Dynamics in Deep ReLU Networks: Low-Rank Bias in the First Saddle Escape
2025
Cited
0
Solvable Dynamics of Self-Supervised Word Embeddings and the Emergence of Analogical Reasoning
2025
Cited
0
The Optimization Landscape of SGD Across the Feature Learning Strength
arXiv.org · 2024
Cited
1
Co-authors
3 total
Michael R DeWeese
Professor of Physics and Neuroscience, University of California at Berkeley
Kristofer E. Bouchard
Neuroscientist at Lawrence Berkeley National Laboratory and UC Berkeley
Sophia Economou
Professor of Physics, Virginia Tech
