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researcher

Harro Walk

11 papers hereh-index 214.1k citations105 works total

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

author position
  • last author11

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.ST7
  • cs.IT2
  • math.PR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedOn the rate of convergence of a neural network regression estimate learned by gradient descent

6 citations · 9 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

math.ST2021★ 1 cited

Convergence rates for shallow neural networks learned by gradient descent

Alina Braun, Michael Kohler, Sophie Langer +1

In this paper we analyze the L2​ error of neural network regression estimates with one hidden layer. Under the assumption that the Fourier transform of the regression function de…

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