Michael Lohaus | DeepAI

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Dominik Zietlow
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research

∙ 04/09/2022

Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks

We show that deep neural networks that satisfy demographic parity do so ...

0 Michael Lohaus, et al. ∙

research

∙ 03/09/2022

Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers

Algorithmic fairness is frequently motivated in terms of a trade-off in ...

3 Dominik Zietlow, et al. ∙

research

∙ 06/27/2019

Uncertainty Estimates for Ordinal Embeddings

To investigate objects without a describable notion of distance, one can...

5 Michael Lohaus, et al. ∙