Michele Loi | DeepAI

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Featured Co-authors

Andreas Krause
182 publications
Krishna P. Gummadi
47 publications
Hoda Heidari
24 publications
Lonneke van der Plas
10 publications
Christoph Heitz
8 publications
Corinna Hertweck
7 publications
Joachim Baumann
5 publications
Andrea Ferrario
5 publications
Eleonora Viganò
3 publications
Nicolò Cangiotti
1 publication
Matthias Spielkamp
1 publication

∙ 06/06/2022

Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics

Group fairness metrics are an established way of assessing the fairness ...

0 Joachim Baumann, et al. ∙

∙ 06/06/2022

A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs

In prediction-based decision-making systems, different perspectives can ...

0 Corinna Hertweck, et al. ∙

∙ 05/11/2022

Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory

In this paper, we provide a moral analysis of two criteria of statistica...

0 Michele Loi, et al. ∙

∙ 04/21/2022

People are not coins. Morally distinct types of predictions necessitate different fairness constraints

A recent paper (Hedden 2021) has argued that most of the group fairness ...

0 Eleonora Viganò, et al. ∙

∙ 02/08/2022

Group Fairness Is Not Derivable From Justice: a Mathematical Proof

We argue that an imperfect criminal law procedure cannot be group-fair, ...

0 Nicolò Cangiotti, et al. ∙

∙ 05/04/2021

Towards Accountability in the Use of Artificial Intelligence for Public Administrations

We argue that the phenomena of distributed responsibility, induced accep...

0 Michele Loi, et al. ∙

∙ 11/04/2020

On the Moral Justification of Statistical Parity

A crucial but often neglected aspect of algorithmic fairness is the ques...

0 Corinna Hertweck, et al. ∙

∙ 10/09/2020

A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations

Counterfactual explanations are a prominent example of post-hoc interpre...

0 Andrea Ferrario, et al. ∙

∙ 07/23/2020

The societal and ethical relevance of computational creativity

In this paper, we provide a philosophical account of the value of creati...

0 Michele Loi, et al. ∙

∙ 06/21/2020

A blindspot of AI ethics: anti-fragility in statistical prediction

With this paper, we aim to put an issue on the agenda of AI ethics that ...

0 Michele Loi, et al. ∙

∙ 09/10/2018

A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity

Equality of opportunity (EOP) is an extensively studied conception of fa...

4 Hoda Heidari, et al. ∙

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