2 papers
cs.AI2025
Searching for Actual Causes: Approximate Algorithms with Adjustable Precision
Samuel Reyd, Ada Diaconescu, Jean-Louis Dessalles
Causality has gained increasing attention in recent years, notably for improving the interpretability of machine learning models. Yet the field of explainable artificial intelligen…
cs.MA2025
The Value of Information in Multi-Scale Feedback Systems
Louisa Jane Di Felice, Ada Diaconescu, Payam Zahadat +1
Complex adaptive systems (CAS) can be described as systems of information flows dynamically interacting across scales in order to adapt and survive. CAS often consist of many compo…