Michele Loi

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Topics

Causal Explanation

Decision Theory

Classification Decisions

Top Venues

Publications

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 (2024)
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 (2024)
Marcello Di Bello, Nicolò Cangiotti, Michele Loi
Causal Equal Protection as Algorithmic Fairness. CoRR (2024)
Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. EWAF (2023)
Corinna Hertweck, Joachim Baumann, Michele Loi, Christoph Heitz
FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. EWAF (2023)
Marcello Di Bello, Nicolò Cangiotti, Michele Loi
Classification Parity, Causal Equal Protection and Algorithmic Fairness. EWAF (2023)
Andrea Ferrario, Michele Loi
The Robustness of Counterfactual Explanations Over Time. IEEE Access 10 (2022)
Nicolò Cangiotti, Michele Loi
Group Fairness Is Not Derivable From Justice: a Mathematical Proof. CoRR (2022)
Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
People are not coins: Morally distinct types of predictions necessitate different fairness constraints. FAccT (2022)
Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
People are not coins. Morally distinct types of predictions necessitate different fairness constraints. CoRR (2022)
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 (2022)
Michele Loi, Christoph Heitz
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory. CoRR (2022)
Andrea Ferrario, Michele Loi
How Explainability Contributes to Trust in AI. FAccT (2022)
Corinna Hertweck, Joachim Baumann, Michele Loi, Eleonora Viganò, Christoph Heitz
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. CoRR (2022)
Michele Loi, Christoph Heitz
Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory. FAccT (2022)
Michele Loi, Andrea Ferrario, Eleonora Viganò
Transparency as design publicity: explaining and justifying inscrutable algorithms. Ethics Inf. Technol. 23 (3) (2021)
Michele Loi, Anders Herlitz, Hoda Heidari
Fair Equality of Chances for Prediction-based Decisions. AIES (2021)
Corinna Hertweck, Christoph Heitz, Michele Loi
On the Moral Justification of Statistical Parity. FAccT (2021)
Michele Loi, Matthias Spielkamp
Towards Accountability in the Use of Artificial Intelligence for Public Administrations. AIES (2021)
Michele Loi, Matthias Spielkamp
Towards Accountability in the Use of Artificial Intelligence for Public Administrations. CoRR (2021)
Michele Loi, Eleonora Viganò, Lonneke van der Plas
The societal and ethical relevance of computational creativity. ICCC (2020)
Corinna Hertweck, Christoph Heitz, Michele Loi
On the Moral Justification of Statistical Parity. CoRR (2020)
Michele Loi, Lonneke van der Plas
A blindspot of AI ethics: anti-fragility in statistical prediction. CoRR (2020)
Michele Loi, Eleonora Viganò, Lonneke van der Plas
The societal and ethical relevance of computational creativity. CoRR (2020)
Michele Loi, Christoph Heitz, Markus Christen
A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data. SDS (2020)
Andrea Ferrario, Michele Loi
A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations. CoRR (2020)
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)
Michele Loi, Markus Christen, Nadine Kleine, Karsten Weber
Cybersecurity in health - disentangling value tensions. J. Inf. Commun. Ethics Soc. 17 (2) (2019)
Michele Loi, Christoph Heitz, Andrea Ferrario, Anita Schmid, Markus Christen
Towards an Ethical Code for Data-Based Business. SDS (2019)
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 (2018)
Michele Loi
Technological unemployment and human disenhancement. Ethics Inf. Technol. 17 (3) (2015)