View all staff
Mr Carlos Mougan Navarro

Mr Carlos Mougan Navarro

Marie Sklodowska-Curie Fellow ITN

Connect with Carlos

Email: c.mougan-navarro@soton.ac.uk

Publications
Publications

Publications

5 publications
Page 1 of 1
Explanation shift: how did the distribution shift impact the model?
Carlos Mougan , Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis & Steffen Staab, 2025, TMLR: Transactions on Machine Learning Research
Type: article
Fairness implications of encoding protected categorical attributes
Carlos Mougan, Jose M. Alvarez, Salvatore Ruggieri & Steffen Staab, 2023
Type: conference
Monitoring model deterioration with explainable uncertainty estimation via non-parametric bootstrap
Carlos Mougan & Dan Saattrup Nielsen, 2023
Type: conference
Desiderata for Explainable AI in Statistical Production Systems of the European Central Bank
Carlos Mougan Navarro, Georgios Kanellos & Thomas Gottron, 2022
DOI: 10.1007/978-3-030-93736-2_42
Type: conference
Quantile encoder: tackling high cardinality categorical features in regression problems
Carlos Mougan, David Masip, Jordi Nin & Oriol Pujol, 2021
DOI: 10.1007/978-3-030-85529-1_14
Type: conference