2 papers
cs.LG2026
FairTree: Subgroup Fairness Auditing of Machine Learning Models with Bias-Variance Decomposition
Rudolf Debelak
The evaluation of machine learning models typically relies mainly on performance metrics based on loss functions, which risk to overlook changes in performance in relevant subgroup…
stat.AP2018
Model Selection of Nested and Non-Nested Item Response Models using Vuong Tests
Lennart Schneider, R. Philip Chalmers, Rudolf Debelak +1
In this paper, we apply Vuong's (1989) general approach of model selection to the comparison of nested and non-nested unidimensional and multidimensional item response theory (IRT)…