Governments and industries have widely adopted differential privacy as a...
Linear regression is a fundamental tool for statistical analysis. This h...
Federated learning systems facilitate training of global models in setti...
We present a differentially private algorithm for releasing the sequence...
In this paper we revisit the problem of private empirical risk minimziat...
Federated learning is a private and efficient framework for learning mod...
Machine learning methods allow us to make recommendations to users in
ap...