Bothmann, Ludwig

1. Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective
   2025/01/24 by Charlotte Leininger, Simon Rittel, Leininger, Charlotte +3 · 3 citations
   Economics, Econometrics and Finance · #Climate Change Policy and Economics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds
   2022/05/19 by Ludwig Bothmann, Kristina Peters, Bothmann, Ludwig +3 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees
   2025/09/24 by Panagiotou, Emmanouil, Ronval, Benoît, Roy, Arjun +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)