3 papers
cs.LG2025
Machine Unlearning using Forgetting Neural Networks
Amartya Hatua, Trung T. Nguyen, Filip Cano +1
Modern computer systems store vast amounts of personal data, enabling advances in AI and ML but risking user privacy and trust. For privacy reasons, it is sometimes desired for an…
math.AG2025
Radial foliations in dimension three
Felipe Cano, Beatriz Molina-Samper
Radial germs of holomorphic foliations in dimension two have a characteristic property: they are the only singular foliations whose reduction of singularities has no singular point…
cs.AI2025
Towards Responsible AI: Advances in Safety, Fairness, and Accountability of Autonomous Systems
Filip Cano
Ensuring responsible use of artificial intelligence (AI) has become imperative as autonomous systems increasingly influence critical societal domains. However, the concept of trust…