Scholar

Nicholas H. Nelsen

Google Scholar ID: cfVmdyYAAAAJ

Cornell University

applied mathematicsmachine learninginverse problemsuncertainty quantificationstatistics

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Citations & Impact

All-time

Citations

388

H-index

7

i10-index

7

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

6 items

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

Hyperparameter Optimization for Randomized Algorithms: A Case Study for Random Features

arXiv.org · 2024

Cited

2

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)