Mateo Espinosa Zarlenga

1. Human Uncertainty in Concept-Based AI Systems
   2023/03/22 by Katherine M. Collins, Collins, Katherine M., Matthew L Barker +15 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
   2025/04/24 by Mateo Espinosa Zarlenga, Zarlenga, Mateo Espinosa, Gabriele Dominici +7 · 3 citations
   Environmental Science · #Oil Spill Detection and Mitigation
3. Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
   2025/04/25 by Emiliano Penaloza, Penaloza, Emiliano, Tianyue H. Zhang +5 · 2 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Data Stream Mining Techniques
4. Efficient Bias Mitigation Without Privileged Information
   2024/09/26 by Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Zarlenga, Mateo Espinosa +9 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Law, Economics, and Judicial Systems
5. Persistent Sparse Autoencoders: Learning Feature Timescales in Language Models
   2026/07/19 by Haoyan Luo, Mateo Espinosa Zarlenga, Mateja Jamnik
   #cs.LG #cs.CL