Mougan, Carlos

1. Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples
   2025/10/08 by Alexandra Souly, Souly, Alexandra, Javier Rando +25 · 34 voices · 19 citations
   Medicine · #Medical Imaging and Pathology Studies
2. Explanation Shift: How Did the Distribution Shift Impact the Model?
   2023/03/14 by Carlos Mougan, Mougan, Carlos, Klaus Broelemann +8 · 2 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
3. Desiderata for Explainable AI in statistical production systems of the European Central Bank
   2021/07/18 by Carlos Mougan, Georgios Kanellos, Mougan, Carlos +3 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #I.2 #Machine Learning (cs.LG) #Stock Market Forecasting Methods
4. Explanation Shift: Detecting distribution shifts on tabular data via the explanation space
   2022/10/22 by Carlos Mougan, Mougan, Carlos, Klaus Broelemann +7 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
5. Moral Persuasion in Large Language Models: Evaluating Susceptibility and Ethical Alignment
   2024/11/18 by Allison Huang, Yulu Niki Pi, Huang, Allison +3 · 2 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts
6. Measuring Fairness in Financial Transaction Machine Learning Models
   2025/01/18 by Deniz Sezin Ayvaz, Ayvaz, Deniz Sezin, Lorenzo Belenguer +26 · 1 citation
   Business, Management and Accounting · Computer Science · Decision Sciences · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Machine Learning (cs.LG) #Stock Market Forecasting Methods