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Daniel Willhalm

5 papers hereh-index 19 citations5 works total

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

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.PR4
  • math.CO1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedLarge deviations of one-hidden-layer neural networks

4 citations · 9 across the 5 of their papers we have counts for

collaborators
Showing 2024 · math.PRShow all

1 paper · 2 filters

math.PR2024★ 4 cited

Large deviations of one-hidden-layer neural networks

Christian Hirsch, Daniel Willhalm

We study large deviations in the context of stochastic gradient descent for one-hidden-layer neural networks with quadratic loss. We derive a quenched large deviation principle, wh…

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