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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 2023 · math.OCShow all

1 paper · 2 filters

math.OC2023

Searching for Optimal Per-Coordinate Step-sizes with Multidimensional Backtracking

Frederik Kunstner, Victor S. Portella, Mark Schmidt +1

The backtracking line-search is an effective technique to automatically tune the step-size in smooth optimization. It guarantees similar performance to using the theoretically opti…

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