ML
Michele Loi
cs.CYcs.AIcs.LGDirect-To-Consumer Screening and Testingecon.GNGenetic Predisposition to DiseaseGenetic Testingq-fin.ECActuarial fairnessAging
On Valency
published · living versionsW_nedgdk8z·v1 · currentpublished
W_pkvc2gt4·v1published
W_nwqnnz99·v1published
Preprints & journals
36 papers in the corpus · 2012–2026The Argument and the Letterhead: Source-Position Coherence in AI Evaluation2609.35286v1 · Michele Loi2026 · 0 citationsarXiv
"This Is So Claude!" Towards a Theory of the Recognition of AI Character Without Reidentification2608.16789v1 · Michele Loi2026 · 0 citationsarXiv
Profiling vs. Case-specific Evidence: A Probabilistic Analysis2603.00098v1 · Marcello Di Bello, Nicolo Cangiotti, Michele Loi2026 · 0 citationsarXiv
Epistemic Constitutionalism Or: how to avoid coherence bias2601.14295v5 · Michele Loi2026 · 0 citationsarXivon Valency
The Journal of Prompt-Engineered (Moral) Philosophy Or: Why AI-Assisted Ethics Research Requires Process Transparency2511.08639v5 · Michele Loi2025 · 0 citationsarXivon Valency
Evidence Without Injustice: A New Counterfactual Test for Fair Algorithms2510.12822v2 · Michele Loi, Marcello Di Bello, Nicolo Cangiotti2025 · 0 citationsarXivon Valency
What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice2407.12488v1 · Corinna Hertweck, Christoph Heitz, Michele Loi2024 · 0 citationsarXiv
Causal Equal Protection as Algorithmic Fairness2402.12062v4 · Marcello Di Bello, Nicolo Cangiotti, Michele Loi2024 · 0 citationsarXiv
How I Would have been Differently Treated. Discrimination Through the Lens of Counterfactual Fairness.37228851 · Loi, Michele, Nappo, Francesco, Viganò, Eleonora2023 · 6 citationsRes publica (Liverpool, England). 2023;29(2):185-211
Fairness and Risk: An Ethical Argument for a Group Fairness Definition Insurers Can Use.37346393 · Baumann, Joachim, Loi, Michele2023 · 27 citationsPhilosophy & technology. 2023;36(3):45
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs2206.02891v3 · Corinna Hertweck, Joachim Baumann, Michele Loi et al.2022 · 2 citationsarXiv
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics2206.02897v3 · Joachim Baumann, Corinna Hertweck, Michele Loi et al.2022 · 6 citationsarXiv
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory2205.05512v3 · Michele Loi, Christoph Heitz2022 · 10 citations2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT '22), June 21-24, 2022, Seoul, Republic of Korea
People are not coins. Morally distinct types of predictions necessitate different fairness constraints2204.10305v3 · Eleonora Vigano', Corinna Hertweck, Christoph Heitz et al.2022 · 10 citationsarXiv
Group Fairness Is Not Derivable From Justice: a Mathematical Proof2202.03880v1 · Nicolo Cangiotti, Michele Loi2022 · 0 citationsarXiv
Towards Accountability in the Use of Artificial Intelligence for Public Administrations2105.01434v1 · Michele Loi, Matthias Spielkamp2021 · 81 citationsarXiv
Trust does not need to be human: it is possible to trust medical AI.33239471 · Ferrario, Andrea, Loi, Michele, Viganò, Eleonora2024 · 56 citationsJournal of medical ethics. 2020
On the Moral Justification of Statistical Parity2011.02079v2 · Corinna Hertweck, Christoph Heitz, Michele Loi2020 · 49 citationsarXiv
Transparency as design publicity: explaining and justifying inscrutable algorithms.34867077 · Loi, Michele, Ferrario, Andrea, Viganò, Eleonora2022 · 84 citationsEthics and information technology. 2021;23(3):253-263
A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations2010.04687v2 · Andrea Ferrario, Michele Loi2020 · 2 citationsarXiv
The societal and ethical relevance of computational creativity2007.11973v1 · Michele Loi, Eleonora Vigano, Lonneke van der Plas2020 · 3 citationsarXiv
How to fairly incentivise digital contact tracing.32647047 · Loi, Michele2024 · 20 citationsJournal of medical ethics. 2020
A blindspot of AI ethics: anti-fragility in statistical prediction2006.11814v1 · Michele Loi, Lonneke van der Plas2020 · 0 citationsarXiv
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity1809.03400v2 · Hoda Heidari, Michele Loi, Krishna P. Gummadi et al.2018 · 141 citationsarXiv
Digital Medicine, Cybersecurity, and Ethics: An Uneasy Relationship.30235094 · Weber, Karsten, Loi, Michele, Christen, Markus et al.2019 · 9 citationsThe American journal of bioethics : AJOB. 2018;18(9):52-53
Genuine participation in participant-centred research initiatives: the rhetoric and the potential reality.29064073 · Feeney, Oliver, Borry, Pascal, Felzmann, Heike et al.2024 · 11 citationsJournal of community genetics. 2018;9(2):133-142
Ethical sharing of health data in online platforms - which values should be considered?28825221 · Riso, Brígida, Tupasela, Aaro, Vears, Danya F et al.2017 · 44 citationsLife sciences, society and policy. 2017;13(1):12
Nobody's DNA but mine.28821578 · Loi, Michele2019 · 16 citationsJournal of medical ethics. 2018;44(11):790
Direct to consumer genetic testing and the libertarian right to test.27009980 · Loi, Michele2018 · 7 citationsJournal of medical ethics. 2016;42(9):574-7
Epigenetics and Future Generations.25644664 · Del Savio, Lorenzo, Loi, Michele, Stupka, Elia2016 · 63 citationsBioethics. 2015;29(8):580-7
Food labels, genetic information, and the right not to know.25638946 · Loi, Michele2015 · 15 citationsKennedy Institute of Ethics journal. 2014;24(4):323-44
Why postnatal abortion throws the baby out with the bath water.24844081 · Loi, Michele2014 · 1 citationMonash bioethics review. 2013;31(2):60-82
Social Epigenetics and Equality of Opportunity.23864907 · Loi, Michele, Del Savio, Lorenzo, Stupka, Elia2024 · 159 citationsPublic health ethics. 2013;6(2):142-153
Normal functioning and public reason.23507176 · Loi, Michele2013 · 2 citationsCambridge quarterly of healthcare ethics : CQ : the international journal of healthcare ethics committees. 2013;22(2):136-45
You cannot have your normal functioning cake and eat it too.23349511 · Loi, Michele2015 · 1 citationJournal of medical ethics. 2013;39(12):748-51
On the very idea of genetic justice. Why Farrelly’s pluralistic prioritarianism cannot tackle genetic complexity.22152459 · Loi, Michele2012 · 4 citationsCambridge quarterly of healthcare ethics : CQ : the international journal of healthcare ethics committees. 2012;21(1):64-77
Career total: 118 works. 36 are in this corpus.
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