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Algorithms for Social Good: A Study of Fairness and Bias in Automated Data-Driven Decision-Making Systems
2021 Beretta, Elena
Detecting discriminatory risk through data annotation based on Bayesian inferences
2021 Beretta, Elena; Vetro', Antonio; Lepri, Bruno; De Martin, Juan Carlos
Equality of Opportunity in Ranking: a Fair-Distributive Model
2021 Beretta, Elena; Vetrò, Antonio; Lepri, Bruno; De Martin, Juan Carlos
AI: from rational agents to socially responsible agents
2019 Vetrò, Antonio; Santangelo, Antonio; Beretta, Elena; De Martin, Juan Carlos
Ethical and Socially-Aware Data Labels
2019 Beretta, Elena; Vetro', Antonio; Bruno, Lepri; DE MARTIN, JUAN CARLOS
The Invisible Power of Fairness. How Machine Learning Shapes Democracy
2019 Beretta, E.; Santangelo, A.; Lepri, B.; Vetro, A.; De Martin, J. C.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Algorithms for Social Good: A Study of Fairness and Bias in Automated Data-Driven Decision-Making Systems / Beretta, Elena. - (2021 May 10), pp. 1-167. | 10-mag-2021 | BERETTA, ELENA | conv_elena_beretta___phd_dissertation_tesi_definitiva.pdf; conv_summary_tesi.pdf |
| Detecting discriminatory risk through data annotation based on Bayesian inferences / Beretta, Elena; Vetro', Antonio; Lepri, Bruno; De Martin, Juan Carlos. - STAMPA. - (2021), pp. 794-804. (Intervento presentato al convegno ACM Conference on Fairness, Accountability, and Transparency 2021 (ACM FAccT 2021) tenutosi a Online nel March 3-10, 2021) [10.1145/3442188.3445940]. | 1-gen-2021 | Beretta, ElenaVetro', AntonioDe Martin, Juan Carlos + | 2021-facct-risks.pdf; 3442188.3445940.pdf |
| Equality of Opportunity in Ranking: a Fair-Distributive Model / Beretta, Elena; Vetrò, Antonio; Lepri, Bruno; De Martin, Juan Carlos. - ELETTRONICO. - (2021), pp. 51-63. (Intervento presentato al convegno Second International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2021) tenutosi a Online nel April 1, 2021) [10.1007/978-3-030-78818-6_6]. | 1-gen-2021 | Beretta, ElenaVetrò, AntonioDe Martin, Juan Carlos + | Bias2021___Camera_Ready.pdf; Beretta2021_Chapter_EqualityOfOpportunityInRanking.pdf |
| AI: from rational agents to socially responsible agents / Vetrò, Antonio; Santangelo, Antonio; Beretta, Elena; De Martin, Juan Carlos. - In: DIGITAL POLICY, REGULATION AND GOVERNANCE. - ISSN 2398-5038. - STAMPA. - 21:3(2019), pp. 291-304. [10.1108/DPRG-08-2018-0049] | 1-gen-2019 | Vetrò, AntonioSantangelo, AntonioBeretta, ElenaDe Martin, Juan Carlos | PAPER-AI-from-rational-ag-to-soc-resp-ag-V2-PRE-PRINT.pdf; 10-1108_DPRG-08-2018-0049.pdf |
| Ethical and Socially-Aware Data Labels / Beretta, Elena; Vetro', Antonio; Bruno, Lepri; DE MARTIN, JUAN CARLOS. - STAMPA. - 898:(2019), pp. 320-327. (Intervento presentato al convegno SIMBig 2018. 5th International Conference on Information Management and Big Data tenutosi a Lima (Perú) nel 3-5/09/2018) [10.1007/978-3-030-11680-4_30]. | 1-gen-2019 | BERETTA, ELENAAntonio VetróJuan Carlos De Martin + | - |
| The Invisible Power of Fairness. How Machine Learning Shapes Democracy / Beretta, E.; Santangelo, A.; Lepri, B.; Vetro, A.; De Martin, J. C.. - STAMPA. - 11489:(2019), pp. 238-250. (Intervento presentato al convegno 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019 tenutosi a Kingston, ON (Canada) nel 2019) [10.1007/978-3-030-18305-9_19]. | 1-gen-2019 | Beretta E.Santangelo A.Vetro A.De Martin J. C. + | Canadian_Conference_2019.pdf |