Michele Loi

CoRR, 2024

Causal Equal Protection as Algorithmic Fairness.

[BibT_eX]

[DOI]

Marcello Di Bello

Nicolò Cangiotti

CoRR, 2024

Discrimination for the sake of fairness by design and its legal framework.

[BibT_eX]

[DOI]

Holly Hoch

Aurelia Tamò-Larrieux

Comput. Law Secur. Rev., 2024

Group Fairness Refocused: Assessing the Social Impact of ML Systems.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

2023

FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit.

[BibT_eX]

[DOI]

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

Classification Parity, Causal Equal Protection and Algorithmic Fairness.

[BibT_eX]

[DOI]

Marcello Di Bello

Nicolò Cangiotti

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making.

[BibT_eX]

[DOI]

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Group Fairness Is Not Derivable From Justice: a Mathematical Proof.

[BibT_eX]

[DOI]

Nicolò Cangiotti

CoRR, 2022

The Robustness of Counterfactual Explanations Over Time.

[BibT_eX]

[DOI]

IEEE Access, 2022

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

[BibT_eX]

[DOI]

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

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

[BibT_eX]

[DOI]

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

How Explainability Contributes to Trust in AI.

[BibT_eX]

[DOI]

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Transparency as design publicity: explaining and justifying inscrutable algorithms.

[BibT_eX]

[DOI]

Eleonora Viganò

Ethics Inf. Technol., 2021

On the Moral Justification of Statistical Parity.

[BibT_eX]

[DOI]

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Towards Accountability in the Use of Artificial Intelligence for Public Administrations.

[BibT_eX]

[DOI]

Matthias Spielkamp

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

Fair Equality of Chances for Prediction-based Decisions.

[BibT_eX]

[DOI]

Anders Herlitz

Hoda Heidari

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Lonneke van der Plas

CoRR, 2020

A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data.

[BibT_eX]

[DOI]

Markus Christen

Proceedings of the 7th Swiss Conference on Data Science, 2020

The societal and ethical relevance of computational creativity.

[BibT_eX]

[DOI]

Eleonora Viganò

Lonneke van der Plas

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

2019

Cybersecurity in health - disentangling value tensions.

[BibT_eX]

[DOI]

J. Inf. Commun. Ethics Soc., 2019

Towards an Ethical Code for Data-Based Business.

[BibT_eX]

[DOI]

Proceedings of the 6th Swiss Conference on Data Science, 2019

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

[BibT_eX]

[DOI]

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

2015

Technological unemployment and human disenhancement.

[BibT_eX]

[DOI]