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researcher

S. Lanthaler

24 papers hereh-index 222.1k citations67 works total

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

author position
  • sole author3
  • first author11
  • middle author7
  • last author2

Across the 23 of 24 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • math.NA9
  • math.AP3
  • cs.NE1
  • physics.optics1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedOn universal approximation and error bounds for Fourier Neural Operators

34 citations · 162 across the 24 of their papers we have counts for

collaborators
Showing stat.MLShow 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.