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Melanie Ganz

3 papers here

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

author position
  • middle author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1
ORCID 0000-0002-9120-8098

identity via Semantic Scholar / OpenAlex

most citedApproximate False Positive Rate Control in Selection Frequency for Random Forest

8 citations · 9 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2023★ 1 cited

Why is the winner the best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru +122

International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention has been given to in…

cs.LG2023

On (assessing) the fairness of risk score models

Eike Petersen, Melanie Ganz, Sune Hannibal Holm +1

Recent work on algorithmic fairness has largely focused on the fairness of discrete decisions, or classifications. While such decisions are often based on risk score models, the fa…

cs.LG2014★ 8 cited

Approximate False Positive Rate Control in Selection Frequency for Random Forest

Ender Konukoglu, Melanie Ganz

Random Forest has become one of the most popular tools for feature selection. Its ability to deal with high-dimensional data makes this algorithm especially useful for studies in n…

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