Follow
Carlos Mougan
Carlos Mougan
The Alan Turing Institute | Marie Skłodowska-Curie Fellow
Verified email at turing.ac.uk - Homepage
Title
Cited by
Cited by
Year
Fairness implications of encoding protected categorical attributes
C Mougan, JM Álvarez, S Ruggieri, S Staab
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 454-465, 2023
142023
Monitoring model deterioration with explainable uncertainty estimation via non-parametric bootstrap
C Mougan, DS Nielsen
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 15037 …, 2023
14*2023
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems
C Mougan, D Masip, J Nin, O Pujol
Springer International Publishing - Modeling Decisions for Artificial …, 2021
142021
Desiderata for Explainable AI in statistical production systems of the European Central Bank
C Mougan, G Kanellos, T Gottron
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
112021
Explanation Shift: How Did the Distribution Shift Impact the Model?
C Mougan, K Broelemann, D Masip, G Kasneci, T Tiropanis, S Staab
8*2023
The role of large language models in the recognition of territorial sovereignty: An analysis of the construction of legitimacy
F Castillo-Eslava, C Mougan, A Romero-Reche, S Staab
arXiv preprint arXiv:2304.06030, 2023
32023
How to Data in Datathons
C Mougan, R Plant, C Teng, M Bazzi, A Cabrejas Egea, R Chan, ...
Advances in Neural Information Processing Systems 36, 2024
22024
Data Study Group Network Final Report: Bristol City Council (Get Bristol moving: tackling air pollution in Bristol city centre)
C Mougan, Q Fu, J Kolath, H Tong, S Dixit, L Geffert, H Shin, A Abd Rabuh, ...
Turing Network Data Study Group Bristol, 2020
22020
Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration
I Papageorgiou, C Mougan
NeurIPS 2023 Workshop on Regulatable ML, 2023
12023
Introducing explainable supervised machine learning into interactive feedback loops for statistical production systems
T Gottron, G Kanellos, J Micheler, J Martínez, C Mougan
Bank for International Settlements, 2023
1*2023
Integration of Generative AI in the Digital Markets Act: Contestability and Fairness from a Cross-Disciplinary Perspective
AG Yasar, A Chong, E Dong, T Gilbert, S Hladikova, C Mougan, X Shen, ...
LSE Legal Studies Working Paper, 2024
2024
Model Agnostic Explainable Selective Regression via Uncertainty Estimation
A Pugnana, C Mougan, DS Nielsen
arXiv preprint arXiv:2311.09145, 2023
2023
Kantian Deontology Meets AI Alignment: Towards Morally Robust Fairness Metrics
C Mougan, J Brand
arXiv preprint arXiv:2311.05227, 2023
2023
Beyond Demographic Parity: Redefining Equal Treatment
C Mougan, A Ferrara, S Ruggieri, S Staab
2023
AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI
AG Yasar, A Chong, E Dong, TK Gilbert, S Hladikova, R Maio, C Mougan, ...
ICML GenLaw Workshop 2023, 2023
2023
Feature Generation with Gradient Boosted Decision Trees
C Mougan
Towards Data Science, 2021
2021
Sktools: tools to extend sklearn, feature engineering based transformers.
D Masip, C Mougan
https://github.com/david26694/sktools, 2020
2020
Professional Summary
C Mougan
Impacto de la meteorología en la concentración de ozono troposférico
CM Navarro, CO Garcia
The system can't perform the operation now. Try again later.
Articles 1–19