Thomas Chen
Scholar

Thomas Chen

Google Scholar ID: ERT0r1IAAAAJ
University of Texas at Austin
AnalysisDeep LearningMathematical Physics
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Citations & Impact
All-time
Citations
618
 
H-index
14
 
i10-index
23
 
Publications
20
 
Co-authors
0
 
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Publications
10 items
Non-Asymptotic Length Generalization
2025
Cited
0
Architecture independent generalization bounds for overparametrized deep ReLU networks
2025
Cited
0
Zero loss guarantees and explicit minimizers for generic overparametrized Deep Learning networks
2025
Cited
0
Learning Symbolic Task Decompositions for Multi-Agent Teams
2025
Cited
0
Derivation of effective gradient flow equations and dynamical truncation of training data in Deep Learning
2025
Cited
0
Gradient flow in parameter space is equivalent to linear interpolation in output space
arXiv.org · 2024
Cited
1
Interpretable global minima of deep ReLU neural networks on sequentially separable data
arXiv.org · 2024
Cited
4
Global $mathcal{L}^2$ minimization at uniform exponential rate via geometrically adapted gradient descent in Deep Learning
2023
Cited
2
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)