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ORCIDBibTeX records: Michele Loi
@article{DBLP:journals/corr/abs-2402-12062,
author = {Marcello Di Bello and
Nicol{\`{o}} Cangiotti and
Michele Loi},
title = {Causal Equal Protection as Algorithmic Fairness},
journal = {CoRR},
volume = {abs/2402.12062},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12062},
doi = {10.48550/ARXIV.2402.12062},
eprinttype = {arXiv},
eprint = {2402.12062},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/0002HLH23,
author = {Joachim Baumann and
Corinna Hertweck and
Michele Loi and
Christoph Heitz},
editor = {Jose M. Alvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Unification, Extension, and Interpretation of Group Fairness Metrics
for ML-Based Decision-Making},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-23.pdf},
timestamp = {Wed, 19 Jul 2023 17:21:16 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/0002HLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/BelloCL23,
author = {Marcello Di Bello and
Nicol{\`{o}} Cangiotti and
Michele Loi},
editor = {Jose M. Alvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Classification Parity, Causal Equal Protection and Algorithmic Fairness},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-26.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/BelloCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Hertweck0LH23,
author = {Corinna Hertweck and
Joachim Baumann and
Michele Loi and
Christoph Heitz},
editor = {Jose M. Alvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {FairnessLab: {A} Consequence-Sensitive Bias Audit and Mitigation Toolkit},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-13.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Hertweck0LH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ewaf/2023,
editor = {Jose M. Alvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442},
urn = {urn:nbn:de:0074-3442-0},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/FerrarioL22,
author = {Andrea Ferrario and
Michele Loi},
title = {The Robustness of Counterfactual Explanations Over Time},
journal = {{IEEE} Access},
volume = {10},
pages = {82736--82750},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3196917},
doi = {10.1109/ACCESS.2022.3196917},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/FerrarioL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/FerrarioL22,
author = {Andrea Ferrario and
Michele Loi},
title = {How Explainability Contributes to Trust in {AI}},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1457--1466},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533202},
doi = {10.1145/3531146.3533202},
timestamp = {Wed, 22 Jun 2022 10:08:56 +0200},
biburl = {https://dblp.org/rec/conf/fat/FerrarioL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/LoiH22,
author = {Michele Loi and
Christoph Heitz},
title = {Is calibration a fairness requirement?: An argument from the point
of view of moral philosophy and decision theory},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {2026--2034},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533245},
doi = {10.1145/3531146.3533245},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/LoiH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/ViganoHHL22,
author = {Eleonora Vigan{\`{o}} and
Corinna Hertweck and
Christoph Heitz and
Michele Loi},
title = {People are not coins: Morally distinct types of predictions necessitate
different fairness constraints},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {2293--2301},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3534643},
doi = {10.1145/3531146.3534643},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/ViganoHHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03880,
author = {Nicol{\`{o}} Cangiotti and
Michele Loi},
title = {Group Fairness Is Not Derivable From Justice: a Mathematical Proof},
journal = {CoRR},
volume = {abs/2202.03880},
year = {2022},
url = {https://arxiv.org/abs/2202.03880},
eprinttype = {arXiv},
eprint = {2202.03880},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10305,
author = {Eleonora Vigan{\`{o}} and
Corinna Hertweck and
Christoph Heitz and
Michele Loi},
title = {People are not coins. Morally distinct types of predictions necessitate
different fairness constraints},
journal = {CoRR},
volume = {abs/2204.10305},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10305},
doi = {10.48550/ARXIV.2204.10305},
eprinttype = {arXiv},
eprint = {2204.10305},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05512,
author = {Michele Loi and
Christoph Heitz},
title = {Is calibration a fairness requirement? An argument from the point
of view of moral philosophy and decision theory},
journal = {CoRR},
volume = {abs/2205.05512},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05512},
doi = {10.48550/ARXIV.2205.05512},
eprinttype = {arXiv},
eprint = {2205.05512},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02891,
author = {Corinna Hertweck and
Joachim Baumann and
Michele Loi and
Eleonora Vigan{\`{o}} and
Christoph Heitz},
title = {A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility
Trade-Offs},
journal = {CoRR},
volume = {abs/2206.02891},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02891},
doi = {10.48550/ARXIV.2206.02891},
eprinttype = {arXiv},
eprint = {2206.02891},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02897,
author = {Joachim Baumann and
Corinna Hertweck and
Michele Loi and
Christoph Heitz},
title = {Distributive Justice as the Foundational Premise of Fair {ML:} Unification,
Extension, and Interpretation of Group Fairness Metrics},
journal = {CoRR},
volume = {abs/2206.02897},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02897},
doi = {10.48550/ARXIV.2206.02897},
eprinttype = {arXiv},
eprint = {2206.02897},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ethicsit/LoiFV21,
author = {Michele Loi and
Andrea Ferrario and
Eleonora Vigan{\`{o}}},
title = {Transparency as design publicity: explaining and justifying inscrutable
algorithms},
journal = {Ethics Inf. Technol.},
volume = {23},
number = {3},
pages = {253--263},
year = {2021},
url = {https://doi.org/10.1007/s10676-020-09564-w},
doi = {10.1007/S10676-020-09564-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ethicsit/LoiFV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/LoiHH21,
author = {Michele Loi and
Anders Herlitz and
Hoda Heidari},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Fair Equality of Chances for Prediction-based Decisions},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {756},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462613},
doi = {10.1145/3461702.3462613},
timestamp = {Mon, 02 Aug 2021 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/LoiHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/LoiS21,
author = {Michele Loi and
Matthias Spielkamp},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Towards Accountability in the Use of Artificial Intelligence for Public
Administrations},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {757--766},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462631},
doi = {10.1145/3461702.3462631},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/LoiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/HertweckHL21,
author = {Corinna Hertweck and
Christoph Heitz and
Michele Loi},
editor = {Madeleine Clare Elish and
William Isaac and
Richard S. Zemel},
title = {On the Moral Justification of Statistical Parity},
booktitle = {FAccT '21: 2021 {ACM} Conference on Fairness, Accountability, and
Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021},
pages = {747--757},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3442188.3445936},
doi = {10.1145/3442188.3445936},
timestamp = {Fri, 05 May 2023 15:54:55 +0200},
biburl = {https://dblp.org/rec/conf/fat/HertweckHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01434,
author = {Michele Loi and
Matthias Spielkamp},
title = {Towards Accountability in the Use of Artificial Intelligence for Public
Administrations},
journal = {CoRR},
volume = {abs/2105.01434},
year = {2021},
url = {https://arxiv.org/abs/2105.01434},
eprinttype = {arXiv},
eprint = {2105.01434},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccrea/LoiVP20,
author = {Michele Loi and
Eleonora Vigan{\`{o}} and
Lonneke van der Plas},
editor = {F. Am{\'{\i}}lcar Cardoso and
Penousal Machado and
Tony Veale and
Jo{\~{a}}o Miguel Cunha},
title = {The societal and ethical relevance of computational creativity},
booktitle = {Proceedings of the Eleventh International Conference on Computational
Creativity, {ICCC} 2020, Coimbra, Portugal, September 7-11, 2020},
pages = {398--401},
publisher = {Association for Computational Creativity {(ACC)}},
year = {2020},
url = {http://computationalcreativity.net/iccc20/papers/160-iccc20.pdf},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccrea/LoiVP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sds2/LoiHC20,
author = {Michele Loi and
Christoph Heitz and
Markus Christen},
title = {A Comparative Assessment and Synthesis of Twenty Ethics Codes on {AI}
and Big Data},
booktitle = {7th Swiss Conference on Data Science, {SDS} 2020, Luzern, Switzerland,
June 26, 2020},
pages = {41--46},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SDS49233.2020.00015},
doi = {10.1109/SDS49233.2020.00015},
timestamp = {Mon, 10 Aug 2020 09:51:14 +0200},
biburl = {https://dblp.org/rec/conf/sds2/LoiHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11814,
author = {Michele Loi and
Lonneke van der Plas},
title = {A blindspot of {AI} ethics: anti-fragility in statistical prediction},
journal = {CoRR},
volume = {abs/2006.11814},
year = {2020},
url = {https://arxiv.org/abs/2006.11814},
eprinttype = {arXiv},
eprint = {2006.11814},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11973,
author = {Michele Loi and
Eleonora Vigan{\`{o}} and
Lonneke van der Plas},
title = {The societal and ethical relevance of computational creativity},
journal = {CoRR},
volume = {abs/2007.11973},
year = {2020},
url = {https://arxiv.org/abs/2007.11973},
eprinttype = {arXiv},
eprint = {2007.11973},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04687,
author = {Andrea Ferrario and
Michele Loi},
title = {A Series of Unfortunate Counterfactual Events: the Role of Time in
Counterfactual Explanations},
journal = {CoRR},
volume = {abs/2010.04687},
year = {2020},
url = {https://arxiv.org/abs/2010.04687},
eprinttype = {arXiv},
eprint = {2010.04687},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02079,
author = {Corinna Hertweck and
Christoph Heitz and
Michele Loi},
title = {On the Moral Justification of Statistical Parity},
journal = {CoRR},
volume = {abs/2011.02079},
year = {2020},
url = {https://arxiv.org/abs/2011.02079},
eprinttype = {arXiv},
eprint = {2011.02079},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jices/LoiCKW19,
author = {Michele Loi and
Markus Christen and
Nadine Kleine and
Karsten Weber},
title = {Cybersecurity in health - disentangling value tensions},
journal = {J. Inf. Commun. Ethics Soc.},
volume = {17},
number = {2},
pages = {229--245},
year = {2019},
url = {https://doi.org/10.1108/JICES-12-2018-0095},
doi = {10.1108/JICES-12-2018-0095},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jices/LoiCKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/HeidariLGK19,
author = {Hoda Heidari and
Michele Loi and
Krishna P. Gummadi and
Andreas Krause},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {A Moral Framework for Understanding Fair {ML} through Economic Models
of Equality of Opportunity},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {181--190},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287584},
doi = {10.1145/3287560.3287584},
timestamp = {Fri, 26 Mar 2021 16:46:37 +0100},
biburl = {https://dblp.org/rec/conf/fat/HeidariLGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sds2/LoiHFSC19,
author = {Michele Loi and
Christoph Heitz and
Andrea Ferrario and
Anita Schmid and
Markus Christen},
title = {Towards an Ethical Code for Data-Based Business},
booktitle = {6th Swiss Conference on Data Science, {SDS} 2019, Bern, Switzerland,
June 14, 2019},
pages = {6--12},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SDS.2019.00-15},
doi = {10.1109/SDS.2019.00-15},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sds2/LoiHFSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03400,
author = {Hoda Heidari and
Michele Loi and
Krishna P. Gummadi and
Andreas Krause},
title = {A Moral Framework for Understanding of Fair {ML} through Economic
Models of Equality of Opportunity},
journal = {CoRR},
volume = {abs/1809.03400},
year = {2018},
url = {http://arxiv.org/abs/1809.03400},
eprinttype = {arXiv},
eprint = {1809.03400},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ethicsit/Loi15,
author = {Michele Loi},
title = {Technological unemployment and human disenhancement},
journal = {Ethics Inf. Technol.},
volume = {17},
number = {3},
pages = {201--210},
year = {2015},
url = {https://doi.org/10.1007/s10676-015-9375-8},
doi = {10.1007/S10676-015-9375-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ethicsit/Loi15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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