Search Results for author: Patrick Oliver Schenk

Found 2 papers, 0 papers with code

Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production

no code implementations14 Feb 2024 Patrick Oliver Schenk, Christoph Kern

We employ Yung et al. (2022)'s QF4SA quality framework and present a mapping of its quality dimensions to algorithmic fairness.

Fairness

Sources of Uncertainty in Machine Learning -- A Statisticians' View

no code implementations26 May 2023 Cornelia Gruber, Patrick Oliver Schenk, Malte Schierholz, Frauke Kreuter, Göran Kauermann

Machine Learning and Deep Learning have achieved an impressive standard today, enabling us to answer questions that were inconceivable a few years ago.

Miscellaneous

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