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Carlos Mougan
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2020 – today
- 2024
- [j1]José M. Álvarez
, Alejandra Bringas Colmenarejo
Policy advice and best practices on bias and fairness in AI. Ethics Inf. Technol. 26(2): 31 (2024) - 2023
- [c4]Carlos Mougan, Dan Saattrup Nielsen
Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap. AAAI 2023: 15037-15045 - [c3]Carlos Mougan
Fairness Implications of Encoding Protected Categorical Attributes. AIES 2023: 454-465 - [c2]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 - [i11]Carlos Mougan, Laura State, Antonio Ferrara, Salvatore Ruggieri, Steffen Staab:
Demographic Parity Inspector: Fairness Audits via the Explanation Space. CoRR abs/2303.08040 (2023) - [i10]Carlos Mougan, Klaus Broelemann, David Masip, Gjergji Kasneci
Explanation Shift: Investigating Interactions between Models and Shifting Data Distributions. CoRR abs/2303.08081 (2023) - [i9]Francisco Castillo-Eslava, Carlos Mougan, Alejandro Romero-Reche, Steffen Staab:
The Role of Large Language Models in the Recognition of Territorial Sovereignty: An Analysis of the Construction of Legitimacy. CoRR abs/2304.06030 (2023) - [i8]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 abs/2308.02033 (2023) - [i7]Carlos Mougan, Richard Plant, Clare Teng
How to Data in Datathons. CoRR abs/2309.09770 (2023) - [i6]Carlos Mougan, Joshua Brand:
Kantian Deontology Meets AI Alignment: Towards Morally Robust Fairness Metrics. CoRR abs/2311.05227 (2023) - [i5]Andrea Pugnana, Carlos Mougan, Dan Saattrup Nielsen
Model Agnostic Explainable Selective Regression via Uncertainty Estimation. CoRR abs/2311.09145 (2023) - 2022
- [i4]Carlos Mougan, José M. Álvarez, Gourab K. Patro, Salvatore Ruggieri, Steffen Staab:
Fairness implications of encoding protected categorical attributes. CoRR abs/2201.11358 (2022) - [i3]Carlos Mougan, Dan Saattrup Nielsen:
Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap. CoRR abs/2201.11676 (2022) - [i2]Carlos Mougan, Klaus Broelemann, Gjergji Kasneci
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space. CoRR abs/2210.12369 (2022) - 2021
- [c1]Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol:
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. MDAI 2021: 168-180 - [i1]Carlos Mougan
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. CoRR abs/2105.13783 (2021)
Coauthor Index
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