3 papers
cs.LG2026
Modeling Deletion Requests in Machine Unlearning
Christian Cianfarani, Aloni Cohen
Machine unlearning is seen as a promising approach to enable users to exercise the "right to erasure" in the context of AI models. We ask how users might influence the behavior of…
cs.CR2025
Blameless Users in a Clean Room: Defining Copyright Protection for Generative Models
Aloni Cohen
Are there any conditions under which a generative model's outputs are guaranteed not to infringe the copyrights of its training data? This is the question of "provable copyright pr…
cs.LG2025
A Machine Learning Theory Perspective on Strategic Litigation
Melissa Dutz, Han Shao, Avrim Blum +1
Strategic litigation involves bringing a case to court with the goal of having an impact beyond resolving the particular dispute at hand. In a common law system, one way a case may…