Scholar
Nicholas H. Nelsen
Google Scholar ID: cfVmdyYAAAAJ
Cornell University
applied mathematics
machine learning
inverse problems
uncertainty quantification
statistics
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Citations & Impact
All-time
Citations
388
H-index
7
i10-index
7
Publications
20
Co-authors
0
Publications
9 items
Stability of Measure-to-Measure Transformers on Sub-Gaussian Data
2026
Cited
0
Universal Approximation of Measure-to-Measure Operators by Pushforwards
2026
Cited
0
One Operator for Many Densities: Amortized Approximation of Conditioning by Neural Operators
2026
Cited
0
A short tour of operator learning theory: Convergence rates, statistical limits, and open questions
2026
Cited
0
Extension and neural operator approximation of the electrical impedance tomography inverse map
2025
Cited
0
Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes
2025
Cited
0
Operator learning meets inverse problems: A probabilistic perspective
2025
Cited
0
Learning Where to Learn: Training Distribution Selection for Provable OOD Performance
2025
Cited
0
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