Carlos Mougan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Categorical Attributes

Top Venues

Ethics Inf. Technol.

Publications

José M. Álvarez, Alejandra Bringas Colmenarejo, Alaa Elobaid, Simone Fabbrizzi, Miriam Fahimi, Antonio Ferrara, Siamak Ghodsi, Carlos Mougan, Ioanna Papageorgiou, Paula Reyero Lobo, Mayra Russo, Kristen M. Scott, Laura State, Xuan Zhao, Salvatore Ruggieri
Policy advice and best practices on bias and fairness in AI. Ethics Inf. Technol. 26 (2) (2024)
Carlos Mougan, Richard Plant, Clare Teng, Marya Bazzi, Alvaro Cabregas-Ejea, Ryan Sze-Yin Chan, David Salvador Jasin, Martin Stoffel, Kirstie Jane Whitaker, Jules Manser
How to Data in Datathons. CoRR (2023)
Carlos Mougan, Richard Plant, Clare Teng, Marya Bazzi, Alvaro Cabrejas Egea, Ryan Sze-Yin Chan, David Salvador Jasin, Martin Stoffel, Kirstie J. Whitaker, Jules Manser
How to Data in Datathons. NeurIPS (2023)
Francisco Castillo-Eslava, Carlos Mougan, Alejandro Romero-Eche, Steffen Staab
The Role of Large Language Models in the Recognition of Territorial Sovereignty: An Analysis of the Construction of Legitimacy. CoRR (2023)
Carlos Mougan, Dan Saattrup Nielsen
Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap. AAAI (2023)
Carlos Mougan, José Manuel Álvarez Colmenares, Salvatore Ruggieri, Steffen Staab
Fairness Implications of Encoding Protected Categorical Attributes. AIES (2023)
Carlos Mougan, Laura State, Antonio Ferrara, Salvatore Ruggieri, Steffen Staab
Demographic Parity Inspector: Fairness Audits via the Explanation Space. CoRR (2023)
Andrea Pugnana, Carlos Mougan, Dan Saattrup Nielsen
Model Agnostic Explainable Selective Regression via Uncertainty Estimation. CoRR (2023)
Carlos Mougan, Klaus Broelemann, David Masip, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Explanation Shift: Investigating Interactions between Models and Shifting Data Distributions. CoRR (2023)
Carlos Mougan, Joshua Brand
Kantian Deontology Meets AI Alignment: Towards Morally Robust Fairness Metrics. CoRR (2023)
Ayse Gizem Yasar, Andrew Chong, Evan Dong, Thomas Krendl Gilbert, Sarah Hladikova, Roland Maio, Carlos Mougan, Xudong Shen, Shubham Singh, Ana-Andreea Stoica, Savannah Thais, Miri Zilka
AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI. CoRR (2023)
Carlos Mougan, Dan Saattrup Nielsen
Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap. CoRR (2022)
Carlos Mougan, José Manuel Álvarez, Gourab K. Patro, Salvatore Ruggieri, Steffen Staab
Fairness implications of encoding protected categorical attributes. CoRR (2022)
Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space. CoRR (2022)
Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. MDAI (2021)
Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. CoRR (2021)