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Frederic Koehler

30 papers hereh-index 19956 citations47 works total

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

author position
  • sole author1
  • first author8
  • middle author20
  • last author1

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • cs.DS5
  • math.PR5
  • stat.ML4
  • cs.IT1
  • q-bio.PE1
same name
  • Frederic Koehler — 4 papers, h 4
  • Frederic Koehler — 3 papers, h 4
  • Frederic Koehler — 2 papers

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
20162026
most citedInformation Theoretic Properties of Markov Random Fields, and their Algorithmic Applications

24 citations · 36 across the 20 of their papers we have counts for

collaborators
Showing 2022 · stat.MLShow all

1 paper · 2 filters

stat.ML2022★ 2 cited

A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models

Lijia Zhou, Frederic Koehler, Pragya Sur +2

We prove a new generalization bound that shows for any class of linear predictors in Gaussian space, the Rademacher complexity of the class and the training error under any continu…

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