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researcher

N. Nelsen

14 papers hereh-index 7376 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author6
  • last author3

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.NA4
  • stat.ML4
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedThe Random Feature Model for Input-Output Maps between Banach Spaces

133 citations · 198 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023

Error Bounds for Learning with Vector-Valued Random Features

Samuel Lanthaler, Nicholas H. Nelsen

This paper provides a comprehensive error analysis of learning with vector-valued random features (RF). The theory is developed for RF ridge regression in a fully general infinite-…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.