Policy advice and best practices on bias and fairness in AI
Alvarez, Jose M., Colmenarejo, Alejandra Bringas, Elobaid, Alaa, Fabbrizzi, Simone, Fahimi, Miriam, Ferrara, Antonio, Ghodsi, Siamak, Mougan, Carlos, Papageorgiou, Ioanna, Reyero, Paula, Russo, Mayra, Scott, Kristen M., State, Laura, Zhao, Xuan, Ruggieri, Salvatore
Published in Ethics and information technology (01.06.2024)
Published in Ethics and information technology (01.06.2024)
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Journal Article
Fairness Implications of Encoding Protected Categorical Attributes
Mougan, Carlos, Alvarez, Jose M, Ruggieri, Salvatore, Staab, Steffen
Published in arXiv.org (05.05.2023)
Published in arXiv.org (05.05.2023)
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Journal Article
The Role of Large Language Models in the Recognition of Territorial Sovereignty: An Analysis of the Construction of Legitimacy
Castillo-Eslava, Francisco, Mougan, Carlos, Romero-Reche, Alejandro, Staab, Steffen
Year of Publication 17.03.2023
Year of Publication 17.03.2023
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Journal Article
Beyond Demographic Parity: Redefining Equal Treatment
Mougan, Carlos, State, Laura, Ferrara, Antonio, Ruggieri, Salvatore, Staab, Steffen
Year of Publication 14.03.2023
Year of Publication 14.03.2023
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Journal Article
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space
Mougan, Carlos, Broelemann, Klaus, Kasneci, Gjergji, Tiropanis, Thanassis, Staab, Steffen
Year of Publication 22.10.2022
Year of Publication 22.10.2022
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Journal Article
Introducing explainable supervised machine learning into interactive feedback loops for statistical production system
Mougan, Carlos, Kanellos, George, Micheler, Johannes, Martinez, Jose, Gottron, Thomas
Year of Publication 07.02.2022
Year of Publication 07.02.2022
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Journal Article
Explanation Shift: How Did the Distribution Shift Impact the Model?
Mougan, Carlos, Broelemann, Klaus, Masip, David, Kasneci, Gjergji, Thiropanis, Thanassis, Staab, Steffen
Year of Publication 14.03.2023
Year of Publication 14.03.2023
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Journal Article