Mathematics - Information Theory
Subcategories
Papers
Trade-offs in Data Memorization via Strong Data Processing Inequalities
Vitaly Feldman, et al. •
• (2025) • DOI:
10.48550/arXiv.2506.01855
Recent research demonstrated that training large language models involves memorization of a significant fraction of training data. Such memorization can lead to privacy violations when training on sen...