Scholar
Tin Sum Cheng
Google Scholar ID: 5wfAh9kAAAAJ
University of Basel
deep learning theory
optimization algorithm
molecular chemistry
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Citations & Impact
All-time
Citations
32
H-index
2
i10-index
2
Publications
6
Co-authors
4
list available
Contact
No contact links provided.
Publications
5 items
Optimizer choice matters for the emergence of Neural Collapse
2026
Cited
0
Spectral Analysis of Molecular Kernels: When Richer Features Do Not Guarantee Better Generalization
2025
Cited
0
Beyond Universal Approximation Theorems: Algorithmic Uniform Approximation by Neural Networks Trained with Noisy Data
2025
Cited
0
Sharp Generalization Bounds for Foundation Models with Asymmetric Randomized Low-Rank Adapters
2025
Cited
0
Unpacking Softmax: How Temperature Drives Representation Collapse, Compression, and Generalization
2025
Cited
0
Resume (English only)
Co-authors
4 total
Aurelien Lucchi
Associate Professor, Department of Mathematics and Computer Science, University of Basel
Anastasis Kratsios
McMaster University and Vector Institute
Co-author 3
Ivan Dokmanić
Associate Professor, Department of Mathematics and Computer Science, University of Basel
