2 papers
stat.CO2025
Statistical Disaggregation -- a Monte Carlo Approach for Imputation under Constraints
Shenggang Hu, Hongsheng Dai, Fanlin Meng +3
Equality-constrained models naturally arise in problems in which measurements are taken at different levels of resolution. The challenge in this setting is that the models usually…
math.ST2024
Privacy Guarantees in Posterior Sampling under Contamination
Shenggang Hu, Louis Aslett, Hongsheng Dai +2
In recent years, differential privacy has been adopted by tech-companies and governmental agencies as the standard for measuring privacy in algorithms. In this article, we study di…