Mougan, Carlos

7 publications

TMLR 2025 Explanation Shift: How Did the Distribution Shift Impact the Model? Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab

NeurIPSW 2024 Integration of Generative AI in the Digital Markets Act: Contestability and Fairness from a Cross-Disciplinary Perspective Ayse Gizem Yasar, Andrew Chong, Evan Dong, Thomas Krendl Gilbert, Carlos Mougan, Xudong Shen, Shubham Singh, Ana-Andreea Stoica, Savannah Jennifer Thais

NeurIPSW 2024 Moral Persuasion in Large Language Models: Evaluating Susceptibility and Ethical Alignment Allison Huang, Carlos Mougan, Yulu Pi

NeurIPS 2023 How to Data in Datathons Carlos Mougan, Richard Plant, Clare Teng, Marya Bazzi, Alvaro Cabrejas Egea, Ryan Chan, David Salvador Jasin, Martin Stoffel, Kirstie Whitaker, Jules Manser

AAAI 2023 Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-Parametric Bootstrap Carlos Mougan, Dan Saattrup Nielsen

NeurIPSW 2023 Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration Ioanna Papageorgiou, Carlos Mougan

NeurIPSW 2022 Explanation Shift: Detecting Distribution Shifts on Tabular Data via the Explanation Space Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab