General-Purpose Differentially-Private Confidence Intervals. - Cecilia Ferrando; Shufan Wang; Daniel Sheldon (CoRR, 2020)

Combining Public and Private Data. - Cecilia Ferrando; Jennifer Gillenwater; Alex Kulesza (CoRR, 2021)

Parametric Bootstrap for Differentially Private Confidence Intervals. - Cecilia Ferrando; Shufan Wang; Daniel Sheldon (AISTATS, 2022)

Private Regression via Data-Dependent Sufficient Statistic Perturbation. - Cecilia Ferrando; Daniel Sheldon (Trans. Mach. Learn. Res., 2025)