Search Results for author: Michael Schomaker

Found 2 papers, 1 papers with code

Causal Fair Machine Learning via Rank-Preserving Interventional Distributions

1 code implementation24 Jul 2023 Ludwig Bothmann, Susanne Dandl, Michael Schomaker

A decision can be defined as fair if equal individuals are treated equally and unequals unequally.

Attribute Decision Making

Estimating the Effect of Central Bank Independence on Inflation Using Longitudinal Targeted Maximum Likelihood Estimation

no code implementations4 Mar 2020 Philipp F. M. Baumann, Michael Schomaker, Enzo Rossi

The estimation procedure incorporates machine learning algorithms and is tailored to address the challenges associated with complex longitudinal macroeconomic data.

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