Researcher profile

Ira Globus-Harris

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Nonparametric Differentially Private Confidence Intervals for the Median

2022 · Journal of Survey Statistics and Methodology

Abstract Differential privacy is a restriction on data processing algorithms that provides strong confidentiality guarantees for individual records in the data. However, research on proper statistical inference, that is, research on properly quantifying the uncertainty …
Multicalibrated Regression for Downstream Fairness

2023

We show how to take a regression function that is appropriately multicalibrated and efficiently post-process it into an approximately error minimizing classifier satisfying a large variety of fairness constraints. The post-processing requires no labeled data, …