An information theorist's tour of differential privacy
Anand D. Sarwate, Flavio P. Calmon, Oliver Kosut, Lalitha Sankar
https://arxiv.org/abs/2510.10316 https://
Age-period modeling of mortality gaps: the cases of cancer and circulatory diseases
Giacomo Lanfiuti Baldi, Andrea Nigri, Han Lin Shang
https://arxiv.org/abs/2510.10904 https://…
HALF: Harm-Aware LLM Fairness Evaluation Aligned with Deployment
Ali Mekky, Omar El Herraoui, Preslav Nakov, Yuxia Wang
https://arxiv.org/abs/2510.12217 https://