collaborators

1 paper

stat.ML2025

Differential privacy guarantees of Markov chain Monte Carlo algorithms

Andrea Bertazzi, Tim Johnston, Gareth O. Roberts +1

This paper aims to provide differential privacy (DP) guarantees for Markov chain Monte Carlo (MCMC) algorithms. In a first part, we establish DP guarantees on samples output by MCM…