2 papers
q-bio.QM2025
GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy
Anupama Nandi, Seth Neel, Hyunghoon Cho
Genome-wide association studies (GWAS) are an essential tool in biomedical research for identifying genetic factors linked to health and disease. However, publicly releasing GWAS s…
cs.LG2025
PRIMO: Private Regression in Multiple Outcomes
Seth Neel
We introduce a new private regression setting we call Private Regression in Multiple Outcomes (PRIMO), inspired by the common situation where a data analyst wants to perform a set…