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researcher

Frederic Koehler

4 papers hereh-index 467 citations10 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.DS1
  • cs.LG1
  • math.PR1
  • math.ST1
same name
  • Frederic Koehler — 42 papers, h 19
  • Frederic Koehler — 3 papers, h 4

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

most citedLearning Some Popular Gaussian Graphical Models without Condition Number Bounds

5 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2025

Stein's unbiased risk estimate and Hyvärinen's score matching

Sulagna Ghosh, Nikolaos Ignatiadis, Frederic Koehler +1

Given a collection of observed signals corrupted with Gaussian noise, how can we learn to optimally denoise them? This fundamental problem arises in both empirical Bayes and genera…

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