Nicholas H. Nelsen | DeepAI

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Andrew M. Stuart
31 publications
Maarten V. de Hoop
13 publications
Samuel Lanthaler
12 publications
Nikola B. Kovachki
8 publications

research

∙ 05/26/2023

Error Bounds for Learning with Vector-Valued Random Features

This paper provides a comprehensive error analysis of learning with vect...

0 Samuel Lanthaler, et al. ∙

research

∙ 08/27/2021

Convergence Rates for Learning Linear Operators from Noisy Data

We study the Bayesian inverse problem of learning a linear operator on a...

5 Maarten V. de Hoop, et al. ∙

research

∙ 05/20/2020

The Random Feature Model for Input-Output Maps between Banach Spaces

Well known to the machine learning community, the random feature model, ...

11 Nicholas H. Nelsen, et al. ∙