Nicholas H. Nelsen

Orcid: 0000-0002-8328-1199

According to our database1, Nicholas H. Nelsen authored at least 6 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Operator Learning Using Random Features: A Tool for Scientific Computing.
SIAM Rev., 2024

Hyperparameter Optimization for Randomized Algorithms: A Case Study for Random Features.
CoRR, 2024

An operator learning perspective on parameter-to-observable maps.
CoRR, 2024

2023
Convergence Rates for Learning Linear Operators from Noisy Data.
SIAM/ASA J. Uncertain. Quantification, June, 2023

Error Bounds for Learning with Vector-Valued Random Features.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021
The Random Feature Model for Input-Output Maps between Banach Spaces.
SIAM J. Sci. Comput., 2021


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