🏢 Bar-Ilan University

Learning-augmented mechanisms for fair allocation achieve constant-factor approximation with accurate predictions and near-optimal approximation even with inaccurate ones.

First differentially private algorithm for testing equivalence between continuous distributions, enabling privacy-preserving comparisons of sensitive data.