Rūta Binkytė | DeepAI

DeepAI

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Featured Co-authors

Catuscia Palamidessi
39 publications
Sami Zhioua
7 publications
Daniele Gorla
6 publications

research

∙ 07/06/2023

BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables

We consider the problem of unfair discrimination between two groups and ...

0 Rūta Binkytė, et al. ∙

research

∙ 06/08/2023

Shedding light on underrepresentation and Sampling Bias in machine learning

Accurately measuring discrimination is crucial to faithfully assessing f...

0 Sami Zhioua, et al. ∙

research

∙ 07/08/2022

On the Need and Applicability of Causality for Fair Machine Learning

Causal reasoning has an indispensable role in how humans make sense of t...

0 Rūta Binkytė, et al. ∙