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researcher

Johannes Lederer

50 papers hereh-index 181.6k citations71 works total

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

author position
  • sole author6
  • first author7
  • middle author14
  • last author21

Across the 48 of 50 papers where every author was matched, so the position is known.

fields
  • stat.ME13
  • cs.LG11
  • math.ST11
  • stat.ML6
  • cs.CV3
  • math.PR2
same name
  • Johannes Lederer — 5 papers, h 2
  • Johannes Lederer — 4 papers, h 1
  • Johannes Lederer — 2 papers, h 2
  • Johannes Lederer — 1 paper
  • Johannes Lederer — 1 paper, h 1

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
20102026
most citedOn the Prediction Performance of the Lasso

166 citations · 424 across the 44 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 1 cited

Maximum Regularized Likelihood Estimators: A General Prediction Theory and Applications

Rui Zhuang, Johannes Lederer

Maximum regularized likelihood estimators (MRLEs) are arguably the most established class of estimators in high-dimensional statistics. In this paper, we derive guarantees for MRLE…

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