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researcher

Frederik Kunstner

10 papers hereh-index 9773 citations15 works total

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

author position
  • first author6
  • middle author4

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • math.OC1
  • stat.ML1
same name
  • Frederik Kunstner — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedLimitations of the Empirical Fisher Approximation for Natural Gradient Descent

38 citations · 73 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Scaling Laws for Gradient Descent and Sign Descent for Linear Bigram Models under Zipf's Law

Frederik Kunstner, Francis Bach

Recent works have highlighted optimization difficulties faced by gradient descent in training the first and last layers of transformer-based language models, which are overcome by…

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