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2020 – today
- 2024
[j5]Holly Hoch
, Corinna Hertweck, Michele Loi, Aurelia Tamò-Larrieux:
Discrimination for the sake of fairness by design and its legal framework. Comput. Law Secur. Rev. 52: 105916 (2024)- [c14]Corinna Hertweck, Michele Loi, Christoph Heitz:
Group Fairness Refocused: Assessing the Social Impact of ML Systems. SDS 2024: 189-196 - [i13]Marcello Di Bello, Nicolò Cangiotti, Michele Loi:
Causal Equal Protection as Algorithmic Fairness. CoRR abs/2402.12062 (2024) - [i12]Corinna Hertweck, Christoph Heitz, Michele Loi:
What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice. CoRR abs/2407.12488 (2024) - 2023
- [c13]Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz:
Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. EWAF 2023 - [c12]Marcello Di Bello, Nicolò Cangiotti, Michele Loi:
Classification Parity, Causal Equal Protection and Algorithmic Fairness. EWAF 2023 - [c11]Corinna Hertweck, Joachim Baumann, Michele Loi, Christoph Heitz:
FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. EWAF 2023 - [e1]José M. Álvarez, Alessandro Fabris, Christoph Heitz, Corinna Hertweck, Michele Loi, Meike Zehlike:
Proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023. CEUR Workshop Proceedings 3442, CEUR-WS.org 2023 [contents] - 2022
- [j4]Andrea Ferrario, Michele Loi:
The Robustness of Counterfactual Explanations Over Time. IEEE Access 10: 82736-82750 (2022) - [c10]Andrea Ferrario, Michele Loi:
How Explainability Contributes to Trust in AI. FAccT 2022: 1457-1466 - [c9]Michele Loi, Christoph Heitz:
Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory. FAccT 2022: 2026-2034 - [c8]Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi:
People are not coins: Morally distinct types of predictions necessitate different fairness constraints. FAccT 2022: 2293-2301 - [i11]Nicolò Cangiotti, Michele Loi:
Group Fairness Is Not Derivable From Justice: a Mathematical Proof. CoRR abs/2202.03880 (2022) - [i10]Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi:
People are not coins. Morally distinct types of predictions necessitate different fairness constraints. CoRR abs/2204.10305 (2022) - [i9]Michele Loi, Christoph Heitz:
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory. CoRR abs/2205.05512 (2022) - [i8]Corinna Hertweck, Joachim Baumann, Michele Loi, Eleonora Viganò, Christoph Heitz:
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. CoRR abs/2206.02891 (2022) - [i7]Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz:
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics. CoRR abs/2206.02897 (2022) - 2021
- [j3]Michele Loi, Andrea Ferrario, Eleonora Viganò:
Transparency as design publicity: explaining and justifying inscrutable algorithms. Ethics Inf. Technol. 23(3): 253-263 (2021) - [c7]Michele Loi, Anders Herlitz, Hoda Heidari:
Fair Equality of Chances for Prediction-based Decisions. AIES 2021: 756 - [c6]Michele Loi, Matthias Spielkamp:
Towards Accountability in the Use of Artificial Intelligence for Public Administrations. AIES 2021: 757-766 - [c5]Corinna Hertweck, Christoph Heitz, Michele Loi:
On the Moral Justification of Statistical Parity. FAccT 2021: 747-757 - [i6]Michele Loi, Matthias Spielkamp:
Towards Accountability in the Use of Artificial Intelligence for Public Administrations. CoRR abs/2105.01434 (2021) - 2020
- [c4]Michele Loi, Eleonora Viganò, Lonneke van der Plas:
The societal and ethical relevance of computational creativity. ICCC 2020: 398-401 - [c3]Michele Loi, Christoph Heitz, Markus Christen:
A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data. SDS 2020: 41-46 - [i5]Michele Loi, Lonneke van der Plas:
A blindspot of AI ethics: anti-fragility in statistical prediction. CoRR abs/2006.11814 (2020) - [i4]Michele Loi, Eleonora Viganò, Lonneke van der Plas:
The societal and ethical relevance of computational creativity. CoRR abs/2007.11973 (2020) - [i3]Andrea Ferrario, Michele Loi:
A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations. CoRR abs/2010.04687 (2020) - [i2]Corinna Hertweck, Christoph Heitz, Michele Loi:
On the Moral Justification of Statistical Parity. CoRR abs/2011.02079 (2020)
2010 – 2019
- 2019
- [j2]Michele Loi, Markus Christen, Nadine Kleine, Karsten Weber:
Cybersecurity in health - disentangling value tensions. J. Inf. Commun. Ethics Soc. 17(2): 229-245 (2019) - [c2]Hoda Heidari, Michele Loi, Krishna P. Gummadi, Andreas Krause:
A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity. FAT 2019: 181-190 - [c1]Michele Loi, Christoph Heitz, Andrea Ferrario, Anita Schmid, Markus Christen:
Towards an Ethical Code for Data-Based Business. SDS 2019: 6-12 - 2018
- [i1]Hoda Heidari, Michele Loi, Krishna P. Gummadi, Andreas Krause:
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity. CoRR abs/1809.03400 (2018) - 2015
- [j1]Michele Loi:
Technological unemployment and human disenhancement. Ethics Inf. Technol. 17(3): 201-210 (2015)
Coauthor Index
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last updated on 2024-10-22 21:14 CEST by the dblp team
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