Carlos Mougan

Identifiers

• name variant Carlos Mougan 0.60 · backfill

Papers (16)

1. Measuring Fairness in Financial Transaction Machine Learning Models cs.LG · 2025 · author #7
2. Model Monitoring in the Absence of Labeled Data via Feature Attributions Distributions cs.LG · 2025 · author #1
3. Moral Persuasion in Large Language Models: Evaluating Susceptibility and Ethical Alignment cs.CL · 2024 · author #3
4. Model Agnostic Explainable Selective Regression via Uncertainty Estimation cs.LG · 2023 · author #2
5. Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics cs.AI · 2023 · author #1
6. How to Data in Datathons cs.AI · 2023 · author #1
7. AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI cs.CY · 2023 · author #7
8. The Role of Large Language Models in the Recognition of Territorial Sovereignty: An Analysis of the Construction of Legitimacy cs.CY · 2023 · author #2
9. Explanation Shift: How Did the Distribution Shift Impact the Model? cs.LG · 2023 · author #1
10. Beyond Demographic Parity: Redefining Equal Treatment cs.LG · 2023 · author #1
11. Explanation Shift: Detecting distribution shifts on tabular data via the explanation space cs.LG · 2022 · author #1
12. Introducing explainable supervised machine learning into interactive feedback loops for statistical production system cs.LG · 2022 · author #1
13. Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap cs.LG · 2022 · author #1
14. Fairness Implications of Encoding Protected Categorical Attributes cs.LG · 2022 · author #1
15. Desiderata for Explainable AI in statistical production systems of the European Central Bank cs.CY · 2021 · author #1
16. Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems cs.LG · 2021 · author #1

Mentions

• 2501.10774 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2501.10784 #7 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2411.11731 #3 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2311.05227 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2201.11358 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2311.09145 #2 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2309.09770 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2303.08040 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2303.08081 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2308.02033 #7 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2304.06030 #2 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2201.11676 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2210.12369 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2202.03212 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2107.08045 #1 · arxiv_oai · confidence 0.70 Carlos Mougan
• 2105.13783 #1 · arxiv_oai · confidence 0.70 Carlos Mougan

Frequent Coauthors

• Steffen Staab 5 shared papers
• Dan Saattrup Nielsen 2 shared papers
• David Masip 2 shared papers
• Gjergji Kasneci 2 shared papers
• Klaus Broelemann 2 shared papers
• Salvatore Ruggieri 2 shared papers
• Thomas Gottron 2 shared papers
• Adeline Pelletier 1 shared papers
• Alejandro Romero-Reche 1 shared papers
• Allison Huang 1 shared papers
• Alvaro Cabrejas-Egea 1 shared papers
• Ana-Andreea Stoica 1 shared papers
• Andrea Pugnana 1 shared papers
• Andrew Chong 1 shared papers
• Antonio Ferrara 1 shared papers
• Ayse Gizem Yasar 1 shared papers
• Clare Teng 1 shared papers
• Dan Tran 1 shared papers
• David Salvador Jasin 1 shared papers
• Deborah Dormah Kanubala 1 shared papers