Michele Loi - RankMe

40 papers C 3Journal 23Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Epistemic Constitutionalism Or: how to avoid coherence bias. CoRR Michele Loi
2026	J	`jnl`	Profiling vs. Case-specific Evidence: A Probabilistic Analysis. CoRR Marcello Di Bello, Nicolò Cangiotti, Michele Loi
2025	J	`jnl`	Evidence Without Injustice: A New Counterfactual Test for Fair Algorithms. CoRR Michele Loi, Marcello Di Bello, Nicolò Cangiotti
2025	—	`ed.`	Proceedings of the 3rd European Workshop on Algorithmic Fairness, Mainz, Germany, July 1st to 3rd, 2024. EWAF Mattia Cerrato, Alesia Vallenas Coronel, Petra Ahrweiler, Michele Loi, Mykola Pechenizkiy, Aurelia Tamò-Larrieux
2025	J	`jnl`	The Journal of Prompt-Engineered Philosophy Or: How I Started to Track AI Assistance and Stopped Worrying About Slop. CoRR Michele Loi
2025	J	`jnl`	The representative individuals approach to fair machine learning. AI Ethics Clinton Castro, Michele Loi
2024	J	`jnl`	Causal Equal Protection as Algorithmic Fairness. CoRR Marcello Di Bello, Nicolò Cangiotti, Michele Loi
2024	J	`jnl`	Discrimination for the sake of fairness by design and its legal framework. Comput. Law Secur. Rev. Holly Hoch, Corinna Hertweck, Michele Loi, Aurelia Tamò-Larrieux
2024	—	`conf`	Group Fairness Refocused: Assessing the Social Impact of ML Systems. SDS Corinna Hertweck, Michele Loi, Christoph Heitz
2024	—	`conf`	What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from a Perspective of Approximate Justice. AIES (1) Corinna Hertweck, Christoph Heitz, Michele Loi
2024	J	`jnl`	What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice. CoRR Corinna Hertweck, Christoph Heitz, Michele Loi
2023	—	`conf`	Classification Parity, Causal Equal Protection and Algorithmic Fairness. EWAF Marcello Di Bello, Nicolò Cangiotti, Michele Loi
2023	—	`conf`	FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. EWAF Corinna Hertweck, Joachim Baumann, Michele Loi, Christoph Heitz
2023	—	`ed.`	Proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023. EWAF José M. Álvarez, Alessandro Fabris, Christoph Heitz, Corinna Hertweck, Michele Loi, Meike Zehlike
2023	—	`conf`	Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. EWAF Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
2022	J	`jnl`	A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. CoRR Corinna Hertweck, Joachim Baumann, Michele Loi, Eleonora Viganò, Christoph Heitz
2022	J	`jnl`	Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics. CoRR Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
2022	J	`jnl`	Group Fairness Is Not Derivable From Justice: a Mathematical Proof. CoRR Nicolò Cangiotti, Michele Loi
2022	—	`conf`	How Explainability Contributes to Trust in AI. FAccT Andrea Ferrario, Michele Loi
2022	J	`jnl`	Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory. CoRR Michele Loi, Christoph Heitz
2022	—	`conf`	Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory. FAccT Michele Loi, Christoph Heitz
2022	J	`jnl`	People are not coins. Morally distinct types of predictions necessitate different fairness constraints. CoRR Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
2022	—	`conf`	People are not coins: Morally distinct types of predictions necessitate different fairness constraints. FAccT Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
2022	J	`jnl`	The Robustness of Counterfactual Explanations Over Time. IEEE Access Andrea Ferrario, Michele Loi
2021	C	`conf`	Fair Equality of Chances for Prediction-based Decisions. AIES Michele Loi, Anders Herlitz, Hoda Heidari
2021	—	`conf`	On the Moral Justification of Statistical Parity. FAccT Corinna Hertweck, Christoph Heitz, Michele Loi
2021	C	`conf`	Towards Accountability in the Use of Artificial Intelligence for Public Administrations. AIES Michele Loi, Matthias Spielkamp
2021	J	`jnl`	Towards Accountability in the Use of Artificial Intelligence for Public Administrations. CoRR Michele Loi, Matthias Spielkamp
2021	J	`jnl`	Transparency as design publicity: explaining and justifying inscrutable algorithms. Ethics Inf. Technol. Michele Loi, Andrea Ferrario, Eleonora Viganò
2020	—	`conf`	A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data. SDS Michele Loi, Christoph Heitz, Markus Christen
2020	J	`jnl`	A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations. CoRR Andrea Ferrario, Michele Loi
2020	J	`jnl`	A blindspot of AI ethics: anti-fragility in statistical prediction. CoRR Michele Loi, Lonneke van der Plas
2020	J	`jnl`	On the Moral Justification of Statistical Parity. CoRR Corinna Hertweck, Christoph Heitz, Michele Loi
2020	C	`conf`	The societal and ethical relevance of computational creativity. ICCC Michele Loi, Eleonora Viganò, Lonneke van der Plas
2020	J	`jnl`	The societal and ethical relevance of computational creativity. CoRR Michele Loi, Eleonora Viganò, Lonneke van der Plas
2019	—	`conf`	A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity. FAT Hoda Heidari, Michele Loi, Krishna P. Gummadi, Andreas Krause
2019	J	`jnl`	Cybersecurity in health - disentangling value tensions. J. Inf. Commun. Ethics Soc. Michele Loi, Markus Christen, Nadine Kleine, Karsten Weber
2019	—	`conf`	Towards an Ethical Code for Data-Based Business. SDS Michele Loi, Christoph Heitz, Andrea Ferrario, Anita Schmid, Markus Christen
2018	J	`jnl`	A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity. CoRR Hoda Heidari, Michele Loi, Krishna P. Gummadi, Andreas Krause
2015	J	`jnl`	Technological unemployment and human disenhancement. Ethics Inf. Technol. Michele Loi