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stat.ML2023★ 1 cited
Fair Clustering: A Causal Perspective
Fritz Bayer, Drago Plecko, Niko Beerenwinkel +1
Clustering algorithms may unintentionally propagate or intensify existing disparities, leading to unfair representations or biased decision-making. Current fair clustering methods…
stat.ML2021
High-Dimensional Inference in Bayesian Networks
Fritz M. Bayer, Giusi Moffa, Niko Beerenwinkel +1
Inference of the marginal probability distribution is defined as the calculation of the probability of a subset of the variables and is relevant for handling missing data and hidde…