2 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.ME2024
The Exact Risks of Reference Panel-based Regularized Estimators
Buxin Su, Qiang Sun, Xiaochen Yang +1
Reference panel-based estimators have become widely used in genetic prediction of complex traits due to their ability to address data privacy concerns and reduce computational and…
stat.ML2023★ 2 cited
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via -Differential Privacy
Chendi Wang, Buxin Su, Jiayuan Ye +2
Differentially private (DP) machine learning algorithms incur many sources of randomness, such as random initialization, random batch subsampling, and shuffling. However, such rand…
math.NT2022
Sieve Method and Prime Gaps via Probabilistic Method
Buxin Su
Most prime gaps results have been proven using tools from analytic or algebraic number theory in the last few centuries. In this paper, we would like to present some probabilistic…